DataFrame
NO COMPARISON TARGET
91713
ROWS
0
DUPLICATES
51.8 MB
RAM
83
FEATURES
25
CATEGORICAL
58
NUMERICAL
0
TEXT
2.3.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
encounter_id
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
91,713
(100%)
ZEROES:
---
MAX
131k
95%
125k
Q3
98k
MEDIAN
66k
AVG
66k
Q1
33k
5%
7k
MIN
0k
RANGE
131k
IQR
65,490
STD
37,795
VAR
1.4B
KURT.
-1.20
SKEW
-0.002
SUM
6.0B
2
hospital_id
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
147
(<1%)
ZEROES:
---
MAX
204
95%
196
Q3
161
MEDIAN
109
AVG
106
Q1
47
5%
14
MIN
2
RANGE
202
IQR
114
STD
62.9
VAR
3,951
KURT.
-1.36
SKEW
-0.046
SUM
9.7M
3
age
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
74
(<1%)
ZEROES:
---
MAX
89.0
95%
85.0
Q3
75.0
MEDIAN
65.0
AVG
62.4
Q1
53.0
5%
29.0
MIN
16.0
RANGE
73.0
IQR
22.0
STD
16.4
VAR
269
KURT.
-0.062
SKEW
-0.661
SUM
5.7M
4
bmi
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
34,889
(38%)
ZEROES:
---
MAX
67.8
95%
44.3
Q3
32.7
AVG
29.2
MEDIAN
28.0
Q1
23.8
5%
18.9
MIN
14.8
RANGE
53.0
IQR
8.87
STD
8.12
VAR
65.9
KURT.
3.66
SKEW
1.47
SUM
2.7M
5
elective_surgery
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
6
ethnicity
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
7
gender
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
8
height
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
402
(<1%)
ZEROES:
---
MAX
195.6
95%
187.0
Q3
177.8
MEDIAN
170.0
AVG
169.6
Q1
162.6
5%
152.4
MIN
137.2
RANGE
58.4
IQR
15.2
STD
10.7
VAR
115
KURT.
-0.353
SKEW
-0.102
SUM
15.6M
9
icu_admit_source
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
10
icu_id
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
241
(<1%)
ZEROES:
---
MAX
927
95%
876
Q3
679
AVG
508
MEDIAN
504
Q1
369
5%
98
MIN
82
RANGE
845
IQR
310
STD
229
VAR
52,436
KURT.
-0.819
SKEW
-0.164
SUM
46.6M
11
icu_stay_type
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
12
icu_type
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
13
pre_icu_los_days
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
9,757
(11%)
ZEROES:
3,711
(4%)
MAX
159
95%
4
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
-25
RANGE
184
IQR
0.374
STD
2.49
VAR
6.19
KURT.
312
SKEW
11.0
SUM
76,651
14
weight
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
3,410
(4%)
ZEROES:
---
MAX
186
95%
129
Q3
96
AVG
84
MEDIAN
81
Q1
67
5%
51
MIN
39
RANGE
147
IQR
29.0
STD
24.6
VAR
607
KURT.
1.99
SKEW
1.09
SUM
7.7M
15
apache_2_diagnosis
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
44
(<1%)
ZEROES:
---
MAX
308
95%
307
Q3
301
AVG
184
MEDIAN
122
Q1
113
5%
106
MIN
101
RANGE
207
IQR
188
STD
85.7
VAR
7,342
KURT.
-1.55
SKEW
0.537
SUM
16.9M
16
apache_3j_diagnosis
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
400
(<1%)
ZEROES:
---
MAX
2,201
95%
1,413
Q3
703
AVG
558
MEDIAN
410
Q1
203
5%
104
MIN
0
RANGE
2,201
IQR
500
STD
460
VAR
212k
KURT.
0.054
SKEW
1.02
SUM
51.2M
17
apache_post_operative
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
18
arf_apache
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
19
gcs_eyes_apache
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
20
gcs_motor_apache
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
21
gcs_unable_apache
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
22
gcs_verbal_apache
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
23
heart_rate_apache
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
149
(<1%)
ZEROES:
---
MAX
178
95%
146
Q3
120
MEDIAN
104
AVG
100
Q1
87
5%
47
MIN
30
RANGE
148
IQR
33.0
STD
30.7
VAR
944
KURT.
-0.423
SKEW
-0.273
SUM
9.1M
24
intubated_apache
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
25
map_apache
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
161
(<1%)
ZEROES:
---
MAX
200
95%
164
Q3
124
AVG
88
MEDIAN
67
Q1
54
5%
42
MIN
40
RANGE
160
IQR
70.0
STD
41.9
VAR
1,752
KURT.
-0.766
SKEW
0.714
SUM
8.1M
26
resprate_apache
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
75
(<1%)
ZEROES:
---
MAX
60.0
95%
53.0
Q3
36.0
MEDIAN
28.0
AVG
25.8
Q1
11.0
5%
5.0
MIN
4.0
RANGE
56.0
IQR
25.0
STD
15.0
VAR
225
KURT.
-0.899
SKEW
0.260
SUM
2.4M
27
temp_apache
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
192
(<1%)
ZEROES:
---
MAX
39.70
95%
37.30
Q3
36.70
AVG
36.41
MEDIAN
36.41
Q1
36.20
5%
35.30
MIN
32.10
RANGE
7.60
IQR
0.500
STD
0.815
VAR
0.664
KURT.
9.55
SKEW
-0.989
SUM
3.3M
28
ventilated_apache
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
29
d1_diasbp_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
120
(<1%)
ZEROES:
---
MAX
165
95%
125
Q3
99
AVG
88
MEDIAN
86
Q1
75
5%
60
MIN
46
RANGE
119
IQR
24.0
STD
19.8
VAR
391
KURT.
1.27
SKEW
0.816
SUM
8.1M
30
d1_diasbp_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
78
(<1%)
ZEROES:
---
MAX
90.0
95%
73.0
Q3
58.0
AVG
50.2
MEDIAN
50.0
Q1
42.0
5%
29.0
MIN
13.0
RANGE
77.0
IQR
16.0
STD
13.3
VAR
177
KURT.
0.320
SKEW
0.094
SUM
4.6M
31
d1_diasbp_noninvasive_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
120
(<1%)
ZEROES:
---
MAX
165
95%
125
Q3
99
AVG
89
MEDIAN
87
Q1
75
5%
60
MIN
46
RANGE
119
IQR
24.0
STD
19.7
VAR
387
KURT.
1.31
SKEW
0.818
SUM
8.1M
32
d1_diasbp_noninvasive_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
78
(<1%)
ZEROES:
---
MAX
90.0
95%
73.0
Q3
58.0
AVG
50.2
MEDIAN
50.0
Q1
42.0
5%
29.0
MIN
13.0
RANGE
77.0
IQR
16.0
STD
13.3
VAR
176
KURT.
0.346
SKEW
0.087
SUM
4.6M
33
d1_heartrate_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
120
(<1%)
ZEROES:
---
MAX
177
95%
143
Q3
116
AVG
103
MEDIAN
101
Q1
87
5%
71
MIN
58
RANGE
119
IQR
29.0
STD
22.0
VAR
484
KURT.
0.341
SKEW
0.574
SUM
9.4M
34
d1_heartrate_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
154
(<1%)
ZEROES:
598
(<1%)
MAX
175
95%
99
Q3
81
AVG
70
MEDIAN
69
Q1
60
5%
46
MIN
0
RANGE
175
IQR
21.0
STD
17.1
VAR
292
KURT.
1.83
SKEW
-0.113
SUM
6.4M
35
d1_mbp_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
125
(<1%)
ZEROES:
---
MAX
184
95%
143
Q3
116
AVG
105
MEDIAN
102
Q1
90
5%
75
MIN
60
RANGE
124
IQR
26.0
STD
20.8
VAR
432
KURT.
1.13
SKEW
0.803
SUM
9.6M
36
d1_mbp_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
91
(<1%)
ZEROES:
---
MAX
112.0
95%
92.0
Q3
75.0
AVG
64.9
MEDIAN
64.0
Q1
55.0
5%
40.0
MIN
22.0
RANGE
90.0
IQR
20.0
STD
15.7
VAR
245
KURT.
0.367
SKEW
0.209
SUM
5.9M
37
d1_mbp_noninvasive_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
122
(<1%)
ZEROES:
---
MAX
181
95%
142
Q3
116
AVG
105
MEDIAN
102
Q1
90
5%
75
MIN
60
RANGE
121
IQR
26.0
STD
20.5
VAR
422
KURT.
0.992
SKEW
0.760
SUM
9.6M
38
d1_mbp_noninvasive_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
91
(<1%)
ZEROES:
---
MAX
112.0
95%
92.0
Q3
74.0
AVG
64.9
MEDIAN
64.0
Q1
55.0
5%
41.0
MIN
22.0
RANGE
90.0
IQR
19.0
STD
15.6
VAR
243
KURT.
0.395
SKEW
0.203
SUM
6.0M
39
d1_resprate_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
79
(<1%)
ZEROES:
---
MAX
92.0
95%
48.0
Q3
32.0
AVG
28.9
MEDIAN
26.0
Q1
22.0
5%
18.0
MIN
14.0
RANGE
78.0
IQR
10.0
STD
10.7
VAR
114
KURT.
9.60
SKEW
2.50
SUM
2.6M
40
d1_resprate_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
55
(<1%)
ZEROES:
3,673
(4%)
MAX
100
95%
21
Q3
16
MEDIAN
13
AVG
13
Q1
10
5%
4
MIN
0
RANGE
100
IQR
6.00
STD
5.05
VAR
25.5
KURT.
4.19
SKEW
0.165
SUM
1.2M
41
d1_spo2_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
43
(<1%)
ZEROES:
6
(<1%)
MAX
100
95%
100
Q3
100
MEDIAN
100
AVG
99
Q1
99
5%
96
MIN
0
RANGE
100
IQR
1.00
STD
1.79
VAR
3.21
KURT.
878
SKEW
-19.3
SUM
9.1M
42
d1_spo2_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
101
(<1%)
ZEROES:
152
(<1%)
MAX
100
95%
98
Q3
95
MEDIAN
92
AVG
90
Q1
89
5%
77
MIN
0
RANGE
100
IQR
6.00
STD
10.0
VAR
100
KURT.
31.7
SKEW
-4.78
SUM
8.3M
43
d1_sysbp_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
143
(<1%)
ZEROES:
---
MAX
232
95%
195
Q3
164
AVG
148
MEDIAN
146
Q1
130
5%
111
MIN
90
RANGE
142
IQR
34.0
STD
25.7
VAR
661
KURT.
0.260
SKEW
0.507
SUM
13.6M
44
d1_sysbp_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
120
(<1%)
ZEROES:
---
MAX
160
95%
133
Q3
110
AVG
97
MEDIAN
96
Q1
84
5%
64
MIN
41
RANGE
119
IQR
26.0
STD
20.7
VAR
427
KURT.
0.316
SKEW
0.222
SUM
8.9M
45
d1_sysbp_noninvasive_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
144
(<1%)
ZEROES:
---
MAX
232
95%
195
Q3
164
AVG
148
MEDIAN
146
Q1
130
5%
111
MIN
90
RANGE
142
IQR
34.0
STD
25.6
VAR
658
KURT.
0.284
SKEW
0.507
SUM
13.6M
46
d1_sysbp_noninvasive_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
121
(<1%)
ZEROES:
---
MAX
160
95%
133
Q3
110
AVG
97
MEDIAN
96
Q1
84
5%
64
MIN
41
RANGE
119
IQR
26.0
STD
20.6
VAR
424
KURT.
0.338
SKEW
0.221
SUM
8.9M
47
d1_temp_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
187
(<1%)
ZEROES:
---
MAX
39.90
95%
38.60
Q3
37.60
AVG
37.28
MEDIAN
37.20
Q1
36.90
5%
36.40
MIN
35.10
RANGE
4.80
IQR
0.700
STD
0.684
VAR
0.468
KURT.
2.06
SKEW
0.864
SUM
3.4M
48
d1_temp_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
210
(<1%)
ZEROES:
---
MAX
37.80
95%
37.10
Q3
36.60
MEDIAN
36.40
AVG
36.27
Q1
36.10
5%
35.10
MIN
31.89
RANGE
5.91
IQR
0.500
STD
0.736
VAR
0.541
KURT.
12.9
SKEW
-2.89
SUM
3.3M
49
h1_diasbp_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
107
(<1%)
ZEROES:
---
MAX
143
95%
108
Q3
86
AVG
75
MEDIAN
74
Q1
63
5%
49
MIN
37
RANGE
106
IQR
23.0
STD
18.0
VAR
326
KURT.
0.956
SKEW
0.715
SUM
6.9M
50
h1_diasbp_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
92
(<1%)
ZEROES:
---
MAX
113.0
95%
91.0
Q3
73.0
AVG
62.8
MEDIAN
62.0
Q1
52.0
5%
38.0
MIN
22.0
RANGE
91.0
IQR
21.0
STD
16.0
VAR
257
KURT.
0.235
SKEW
0.313
SUM
5.8M
51
h1_diasbp_noninvasive_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
109
(<1%)
ZEROES:
---
MAX
144
95%
108
Q3
85
MEDIAN
76
AVG
76
Q1
64
5%
50
MIN
37
RANGE
107
IQR
21.0
STD
17.7
VAR
314
KURT.
1.13
SKEW
0.713
SUM
7.0M
52
h1_diasbp_noninvasive_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
94
(<1%)
ZEROES:
---
MAX
114.0
95%
91.0
Q3
73.0
AVG
63.3
MEDIAN
63.3
Q1
53.0
5%
38.0
MIN
22.0
RANGE
92.0
IQR
20.0
STD
15.8
VAR
248
KURT.
0.392
SKEW
0.294
SUM
5.8M
53
h1_heartrate_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
119
(<1%)
ZEROES:
---
MAX
164
95%
131
Q3
105
AVG
92
MEDIAN
90
Q1
77
5%
61
MIN
46
RANGE
118
IQR
28.0
STD
21.5
VAR
462
KURT.
0.364
SKEW
0.579
SUM
8.5M
54
h1_heartrate_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
109
(<1%)
ZEROES:
---
MAX
144
95%
120
Q3
96
AVG
84
MEDIAN
82
Q1
70
5%
54
MIN
36
RANGE
108
IQR
26.0
STD
20.0
VAR
399
KURT.
0.071
SKEW
0.404
SUM
7.7M
55
h1_mbp_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
117
(<1%)
ZEROES:
---
MAX
165
95%
128
Q3
103
AVG
92
MEDIAN
90
Q1
78
5%
62
MIN
49
RANGE
116
IQR
25.0
STD
20.0
VAR
400
KURT.
0.876
SKEW
0.704
SUM
8.4M
56
h1_mbp_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
107
(<1%)
ZEROES:
---
MAX
138
95%
112
Q3
91
AVG
79
MEDIAN
78
Q1
67
5%
51
MIN
32
RANGE
106
IQR
24.0
STD
18.6
VAR
348
KURT.
0.283
SKEW
0.335
SUM
7.3M
57
h1_mbp_noninvasive_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
115
(<1%)
ZEROES:
---
MAX
163
95%
127
Q3
102
AVG
91
MEDIAN
90
Q1
78
5%
63
MIN
49
RANGE
114
IQR
24.0
STD
19.5
VAR
381
KURT.
0.915
SKEW
0.687
SUM
8.4M
58
h1_mbp_noninvasive_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
107
(<1%)
ZEROES:
---
MAX
138
95%
112
Q3
90
AVG
80
MEDIAN
79
Q1
68
5%
51
MIN
32
RANGE
106
IQR
22.0
STD
18.3
VAR
333
KURT.
0.444
SKEW
0.324
SUM
7.3M
59
h1_resprate_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
50
(<1%)
ZEROES:
---
MAX
59.0
95%
36.0
Q3
26.0
AVG
22.6
MEDIAN
21.0
Q1
18.0
5%
14.0
MIN
10.0
RANGE
49.0
IQR
8.00
STD
7.34
VAR
53.9
KURT.
4.17
SKEW
1.59
SUM
2.1M
60
h1_resprate_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
91
(<1%)
ZEROES:
634
(<1%)
MAX
189
95%
28
Q3
20
AVG
17
MEDIAN
16
Q1
14
5%
10
MIN
0
RANGE
189
IQR
6.00
STD
5.93
VAR
35.2
KURT.
22.1
SKEW
1.95
SUM
1.6M
61
h1_spo2_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
72
(<1%)
ZEROES:
12
(<1%)
MAX
100
95%
100
Q3
100
MEDIAN
99
AVG
98
Q1
97
5%
94
MIN
0
RANGE
100
IQR
3.00
STD
3.15
VAR
9.89
KURT.
263
SKEW
-11.0
SUM
9.0M
62
h1_spo2_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
100
(<1%)
ZEROES:
62
(<1%)
MAX
100
95%
100
Q3
99
MEDIAN
96
AVG
95
Q1
94
5%
88
MIN
0
RANGE
100
IQR
5.00
STD
6.47
VAR
41.9
KURT.
77.6
SKEW
-6.94
SUM
8.7M
63
h1_sysbp_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
149
(<1%)
ZEROES:
---
MAX
223
95%
183
Q3
149
AVG
133
MEDIAN
131
Q1
114
5%
93
MIN
75
RANGE
148
IQR
35.0
STD
27.0
VAR
730
KURT.
0.379
SKEW
0.570
SUM
12.2M
64
h1_sysbp_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
142
(<1%)
ZEROES:
---
MAX
194
95%
162
Q3
133
AVG
116
MEDIAN
115
Q1
98
5%
76
MIN
53
RANGE
141
IQR
35.0
STD
26.0
VAR
675
KURT.
0.082
SKEW
0.306
SUM
10.7M
65
h1_sysbp_noninvasive_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
149
(<1%)
ZEROES:
---
MAX
223
95%
182
Q3
148
AVG
133
MEDIAN
130
Q1
115
5%
94
MIN
75
RANGE
148
IQR
33.0
STD
26.6
VAR
706
KURT.
0.518
SKEW
0.602
SUM
12.2M
66
h1_sysbp_noninvasive_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
143
(<1%)
ZEROES:
---
MAX
195
95%
161
Q3
132
AVG
116
MEDIAN
115
Q1
99
5%
76
MIN
53
RANGE
142
IQR
33.0
STD
25.5
VAR
652
KURT.
0.225
SKEW
0.311
SUM
10.7M
67
d1_glucose_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
538
(<1%)
ZEROES:
---
MAX
611
95%
344
Q3
196
AVG
173
MEDIAN
150
Q1
119
5%
91
MIN
73
RANGE
538
IQR
77.0
STD
84.1
VAR
7,075
KURT.
6.11
SKEW
2.16
SUM
15.9M
68
d1_glucose_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
256
(<1%)
ZEROES:
---
MAX
288
95%
184
Q3
129
AVG
114
MEDIAN
107
Q1
92
5%
67
MIN
33
RANGE
255
IQR
37.0
STD
37.1
VAR
1,375
KURT.
3.89
SKEW
1.46
SUM
10.4M
69
d1_potassium_max
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
101
(<1%)
ZEROES:
---
MAX
7.00
95%
5.40
Q3
4.50
AVG
4.25
MEDIAN
4.20
Q1
3.90
5%
3.40
MIN
2.80
RANGE
4.20
IQR
0.600
STD
0.632
VAR
0.399
KURT.
2.66
SKEW
1.11
SUM
390k
70
d1_potassium_min
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
117
(<1%)
ZEROES:
---
MAX
5.80
95%
4.90
Q3
4.20
AVG
3.93
MEDIAN
3.93
Q1
3.60
5%
3.10
MIN
2.40
RANGE
3.40
IQR
0.600
STD
0.548
VAR
0.301
KURT.
0.869
SKEW
0.287
SUM
361k
71
apache_4a_hospital_death_prob
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
102
(<1%)
ZEROES:
2,488
(3%)
MAX
0.99
95%
0.48
Q3
0.12
AVG
0.09
MEDIAN
0.06
Q1
0.02
5%
0.00
MIN
-1.00
RANGE
1.99
IQR
0.100
STD
0.237
VAR
0.056
KURT.
11.0
SKEW
-1.55
SUM
7,959
72
apache_4a_icu_death_prob
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
100
(<1%)
ZEROES:
9,694
(11%)
MAX
0.97
95%
0.33
Q3
0.06
AVG
0.04
MEDIAN
0.03
Q1
0.01
5%
0.00
MIN
-1.00
RANGE
1.97
IQR
0.050
STD
0.208
VAR
0.043
KURT.
15.4
SKEW
-2.12
SUM
4,031
73
aids
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
74
cirrhosis
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
75
diabetes_mellitus
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
76
hepatic_failure
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
77
immunosuppression
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
78
leukemia
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
79
lymphoma
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
80
solid_tumor_with_metastasis
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
81
apache_3j_bodysystem
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
11
(<1%)
82
apache_2_bodysystem
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
83
hospital_death
VALUES:
91,713
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
encounter_id
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_resprate_max
0.01
resprate_apache
0.01
height
-0.01
temp_apache
0.01
h1_diasbp_noninvasive_min
0.00
hospital_id
-0.00
d1_temp_max
-0.00
weight
-0.00
h1_spo2_min
-0.00
age
-0.00
d1_heartrate_max
-0.00
d1_glucose_max
0.00
h1_diasbp_min
0.00
d1_temp_min
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gcs_motor_apache
0.01
gcs_verbal_apache
0.01
icu_type
0.01
icu_stay_type
0.01
arf_apache
0.01
ventilated_apache
0.01
icu_admit_source
0.01
apache_3j_bodysystem
0.01
ethnicity
0.01
cirrhosis
0.01
hospital_death
0.01
solid_tumor_with_metastasis
0.00
apache_2_bodysystem
0.00
gcs_eyes_apache
0.00
MOST FREQUENT VALUES
66154
1
<0.1%
76188
1
<0.1%
37789
1
<0.1%
108084
1
<0.1%
33405
1
<0.1%
54864
1
<0.1%
33807
1
<0.1%
77443
1
<0.1%
25417
1
<0.1%
56426
1
<0.1%
15001
1
<0.1%
71198
1
<0.1%
300
1
<0.1%
85448
1
<0.1%
114304
1
<0.1%
SMALLEST VALUES
1
1
<0.1%
3
1
<0.1%
4
1
<0.1%
6
1
<0.1%
9
1
<0.1%
11
1
<0.1%
12
1
<0.1%
13
1
<0.1%
14
1
<0.1%
15
1
<0.1%
17
1
<0.1%
20
1
<0.1%
21
1
<0.1%
22
1
<0.1%
24
1
<0.1%
LARGEST VALUES
131051
1
<0.1%
131049
1
<0.1%
131048
1
<0.1%
131047
1
<0.1%
131046
1
<0.1%
131045
1
<0.1%
131044
1
<0.1%
131043
1
<0.1%
131042
1
<0.1%
131040
1
<0.1%
131038
1
<0.1%
131036
1
<0.1%
131034
1
<0.1%
131033
1
<0.1%
131032
1
<0.1%
hospital_id
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_resprate_max
-0.04
d1_temp_min
-0.04
d1_sysbp_noninvasive_max
-0.04
d1_sysbp_max
-0.04
temp_apache
-0.03
apache_3j_diagnosis
0.03
d1_diasbp_max
-0.03
h1_resprate_min
-0.03
h1_resprate_max
-0.03
d1_diasbp_noninvasive_max
-0.03
d1_mbp_noninvasive_max
-0.03
height
0.03
d1_mbp_max
-0.03
weight
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
icu_type
0.19
apache_3j_bodysystem
0.08
apache_2_bodysystem
0.07
icu_admit_source
0.07
ethnicity
0.06
apache_post_operative
0.05
elective_surgery
0.05
gcs_motor_apache
0.03
ventilated_apache
0.03
intubated_apache
0.03
gcs_eyes_apache
0.02
gcs_verbal_apache
0.02
gender
0.01
diabetes_mellitus
0.01
MOST FREQUENT VALUES
118
4,333
4.7%
19
3,925
4.3%
188
3,095
3.4%
161
2,792
3.0%
70
2,754
3.0%
196
2,730
3.0%
176
2,583
2.8%
21
2,470
2.7%
194
2,258
2.5%
174
2,225
2.4%
100
2,141
2.3%
55
1,909
2.1%
185
1,744
1.9%
79
1,510
1.6%
18
1,442
1.6%
SMALLEST VALUES
2
1,284
1.4%
3
16
<0.1%
4
7
<0.1%
5
414
0.5%
6
238
0.3%
8
388
0.4%
9
43
<0.1%
10
740
0.8%
13
1,029
1.1%
14
792
0.9%
15
160
0.2%
16
272
0.3%
17
293
0.3%
18
1,442
1.6%
19
3,925
4.3%
LARGEST VALUES
204
1,261
1.4%
202
307
0.3%
200
367
0.4%
199
546
0.6%
198
29
<0.1%
197
127
0.1%
196
2,730
3.0%
195
215
0.2%
194
2,258
2.5%
192
516
0.6%
189
611
0.7%
188
3,095
3.4%
187
220
0.2%
186
799
0.9%
185
1,744
1.9%
age
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_diasbp_min
-0.21
d1_diasbp_noninvasive_min
-0.21
h1_diasbp_min
-0.19
h1_diasbp_noninvasive_min
-0.18
h1_heartrate_min
-0.16
h1_heartrate_max
-0.16
heart_rate_apache
-0.15
h1_diasbp_max
-0.14
d1_heartrate_min
-0.14
apache_4a_hospital_death_prob
0.14
d1_heartrate_max
-0.13
h1_diasbp_noninvasive_max
-0.13
d1_mbp_min
-0.13
d1_mbp_noninvasive_min
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.32
apache_2_bodysystem
0.32
ethnicity
0.15
hospital_death
0.11
gcs_verbal_apache
0.10
icu_admit_source
0.09
icu_type
0.08
diabetes_mellitus
0.08
elective_surgery
0.06
apache_post_operative
0.06
ventilated_apache
0.04
gcs_motor_apache
0.04
gcs_eyes_apache
0.03
leukemia
0.03
MOST FREQUENT VALUES
65
6,279
6.8%
67
2,271
2.5%
68
2,173
2.4%
71
2,141
2.3%
72
2,110
2.3%
66
2,059
2.2%
70
2,032
2.2%
63
1,977
2.2%
73
1,972
2.2%
64
1,956
2.1%
69
1,935
2.1%
62
1,930
2.1%
75
1,916
2.1%
74
1,901
2.1%
77
1,883
2.1%
SMALLEST VALUES
16
44
<0.1%
17
126
0.1%
18
259
0.3%
19
343
0.4%
20
338
0.4%
21
372
0.4%
22
389
0.4%
23
400
0.4%
24
401
0.4%
25
415
0.5%
26
432
0.5%
27
410
0.4%
28
425
0.5%
29
421
0.5%
30
477
0.5%
LARGEST VALUES
89
952
1.0%
88
1,042
1.1%
87
1,204
1.3%
86
1,295
1.4%
85
1,418
1.5%
84
1,560
1.7%
83
1,616
1.8%
82
1,590
1.7%
81
1,661
1.8%
80
1,702
1.9%
79
1,783
1.9%
78
1,866
2.0%
77
1,883
2.1%
76
1,859
2.0%
75
1,916
2.1%
bmi
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
weight
0.87
d1_glucose_min
0.13
d1_glucose_max
0.10
d1_potassium_min
0.09
age
-0.09
d1_potassium_max
0.08
d1_sysbp_noninvasive_max
0.08
d1_sysbp_max
0.08
d1_spo2_max
-0.07
d1_mbp_noninvasive_max
0.06
d1_mbp_max
0.06
h1_sysbp_noninvasive_max
0.06
h1_sysbp_max
0.06
height
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diabetes_mellitus
0.17
apache_3j_bodysystem
0.10
apache_2_bodysystem
0.10
gcs_verbal_apache
0.07
ventilated_apache
0.07
ethnicity
0.07
gender
0.04
intubated_apache
0.04
gcs_motor_apache
0.03
solid_tumor_with_metastasis
0.03
icu_type
0.03
hospital_death
0.03
icu_admit_source
0.03
immunosuppression
0.02
MOST FREQUENT VALUES
29.18581766857507
3,429
3.7%
14.84492591
443
0.5%
67.81498973
422
0.5%
24.01776785
87
<0.1%
24.20811
86
<0.1%
27.35933163
82
<0.1%
22.60610272
79
<0.1%
23.29590458
79
<0.1%
24.8046875
79
<0.1%
25.81229652
77
<0.1%
29.049732
76
<0.1%
28.69087371
76
<0.1%
24.94679546
74
<0.1%
26.61553906
70
<0.1%
23.47414599
70
<0.1%
SMALLEST VALUES
14.84492591
443
0.5%
14.84526746
1
<0.1%
14.86419531
1
<0.1%
14.86453979
2
<0.1%
14.86695021
1
<0.1%
14.86737667
1
<0.1%
14.87603306
1
<0.1%
14.8780004
1
<0.1%
14.87871348
1
<0.1%
14.88002976
1
<0.1%
14.88095238
1
<0.1%
14.8828125
1
<0.1%
14.88904215
1
<0.1%
14.90114464
1
<0.1%
14.90395895
2
<0.1%
LARGEST VALUES
67.81498973
422
0.5%
67.81263563
1
<0.1%
67.7978059
1
<0.1%
67.78345128
1
<0.1%
67.77927558
1
<0.1%
67.74710784
1
<0.1%
67.72486772
1
<0.1%
67.71626298
1
<0.1%
67.71150768
1
<0.1%
67.5078125
1
<0.1%
67.37930092
1
<0.1%
67.37768578
2
<0.1%
67.37174903
1
<0.1%
67.34973986
1
<0.1%
67.33333333
1
<0.1%
elective_surgery
MISSING:
---
TOP CATEGORIES
False
74,862
82%
True
16,851
18%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
elective_surgery
PROVIDES INFORMATION ON...
apache_post_operative
0.74
icu_admit_source
0.32
apache_2_bodysystem
0.05
apache_3j_bodysystem
0.03
icu_type
0.03
aids
0.03
intubated_apache
0.02
hepatic_failure
0.02
hospital_death
0.02
lymphoma
0.02
leukemia
0.02
ventilated_apache
0.01
cirrhosis
0.01
icu_stay_type
0.01

THESE FEATURES
GIVE INFORMATION
ON elective_surgery:
apache_post_operative
0.78
icu_admit_source
0.71
apache_2_bodysystem
0.17
apache_3j_bodysystem
0.14
icu_type
0.10
intubated_apache
0.02
ventilated_apache
0.02
gcs_verbal_apache
0.02
hospital_death
0.01
icu_stay_type
0.01
gcs_motor_apache
0.01
hepatic_failure
0.00
cirrhosis
0.00
aids
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
elective_surgery
CORRELATION RATIO WITH...
apache_3j_diagnosis
0.77
apache_2_diagnosis
0.36
h1_resprate_min
0.24
d1_diasbp_max
0.19
h1_resprate_max
0.19
d1_diasbp_noninvasive_max
0.18
d1_resprate_min
0.17
d1_mbp_noninvasive_max
0.15
d1_mbp_max
0.14
resprate_apache
0.14
pre_icu_los_days
0.13
h1_diasbp_max
0.13
h1_heartrate_min
0.13
h1_heartrate_max
0.11
ethnicity
MISSING:
---
TOP CATEGORIES
Caucasian
72,079
79%
African American
9,547
10%
Other/Unknown
4,374
5%
Hispanic
3,796
4%
Asian
1,129
1%
Native American
788
<1%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ethnicity
PROVIDES INFORMATION ON...
arf_apache
0.03
icu_type
0.01
cirrhosis
0.01
icu_stay_type
0.01
hepatic_failure
0.01
gcs_unable_apache
0.00
elective_surgery
0.00
diabetes_mellitus
0.00
apache_post_operative
0.00
aids
0.00
apache_2_bodysystem
0.00
apache_3j_bodysystem
0.00
icu_admit_source
0.00
gcs_motor_apache
0.00

THESE FEATURES
GIVE INFORMATION
ON ethnicity:
icu_type
0.01
arf_apache
0.01
apache_3j_bodysystem
0.00
apache_2_bodysystem
0.00
icu_admit_source
0.00
icu_stay_type
0.00
diabetes_mellitus
0.00
elective_surgery
0.00
apache_post_operative
0.00
gcs_eyes_apache
0.00
gcs_motor_apache
0.00
gcs_verbal_apache
0.00
cirrhosis
0.00
hepatic_failure
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ethnicity
CORRELATION RATIO WITH...
icu_id
0.16
age
0.15
height
0.13
d1_diasbp_min
0.13
h1_diasbp_min
0.12
d1_diasbp_noninvasive_min
0.12
h1_diasbp_noninvasive_min
0.12
h1_mbp_min
0.12
h1_mbp_noninvasive_min
0.11
d1_mbp_min
0.11
d1_mbp_noninvasive_min
0.11
weight
0.11
d1_mbp_noninvasive_max
0.10
h1_diasbp_max
0.10
gender
MISSING:
---
TOP CATEGORIES
M
49,494
54%
F
42,219
46%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
gender
PROVIDES INFORMATION ON...
apache_3j_bodysystem
0.00
apache_2_bodysystem
0.00
icu_type
0.00
cirrhosis
0.00
intubated_apache
0.00
apache_post_operative
0.00
elective_surgery
0.00
hepatic_failure
0.00
ethnicity
0.00
icu_admit_source
0.00
gcs_eyes_apache
0.00
ventilated_apache
0.00
icu_stay_type
0.00
gcs_verbal_apache
0.00

THESE FEATURES
GIVE INFORMATION
ON gender:
apache_3j_bodysystem
0.01
apache_2_bodysystem
0.01
icu_type
0.00
icu_admit_source
0.00
apache_post_operative
0.00
ethnicity
0.00
intubated_apache
0.00
elective_surgery
0.00
gcs_eyes_apache
0.00
gcs_verbal_apache
0.00
ventilated_apache
0.00
gcs_motor_apache
0.00
cirrhosis
0.00
icu_stay_type
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gender
CORRELATION RATIO WITH...
height
0.68
weight
0.25
d1_diasbp_noninvasive_min
0.13
d1_diasbp_min
0.13
h1_diasbp_noninvasive_min
0.10
h1_diasbp_min
0.10
d1_mbp_noninvasive_min
0.09
d1_mbp_min
0.09
d1_potassium_min
0.09
d1_potassium_max
0.08
h1_diasbp_noninvasive_max
0.06
h1_mbp_noninvasive_min
0.06
h1_diasbp_max
0.06
resprate_apache
0.06
height
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
weight
0.39
d1_diasbp_noninvasive_min
0.14
d1_diasbp_min
0.14
age
-0.11
h1_diasbp_noninvasive_min
0.11
h1_diasbp_min
0.10
d1_mbp_noninvasive_min
0.09
d1_mbp_min
0.09
h1_diasbp_max
0.07
h1_diasbp_noninvasive_max
0.07
h1_mbp_noninvasive_min
0.07
h1_mbp_min
0.06
d1_potassium_min
0.06
d1_resprate_min
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gender
0.68
ethnicity
0.13
apache_3j_bodysystem
0.08
apache_2_bodysystem
0.07
icu_type
0.05
gcs_verbal_apache
0.04
icu_admit_source
0.03
gcs_motor_apache
0.03
gcs_eyes_apache
0.03
apache_post_operative
0.03
elective_surgery
0.02
hospital_death
0.02
intubated_apache
0.02
arf_apache
0.01
MOST FREQUENT VALUES
167.6
5,362
5.8%
177.8
5,289
5.8%
160.0
5,238
5.7%
172.7
4,834
5.3%
165.1
4,772
5.2%
170.2
4,141
4.5%
162.6
3,890
4.2%
182.9
3,662
4.0%
180.3
3,555
3.9%
175.3
3,524
3.8%
157.5
3,321
3.6%
152.4
2,557
2.8%
154.9
2,103
2.3%
170.0
1,989
2.2%
185.4
1,916
2.1%
SMALLEST VALUES
137.2
453
0.5%
137.5
1
<0.1%
137.6
1
<0.1%
138.0
4
<0.1%
138.4
1
<0.1%
139.0
3
<0.1%
139.7
58
<0.1%
140.0
12
<0.1%
140.1
1
<0.1%
140.8
1
<0.1%
141.0
5
<0.1%
142.0
45
<0.1%
142.2
137
0.1%
142.24
4
<0.1%
142.4
1
<0.1%
LARGEST VALUES
195.59
429
0.5%
195.58
5
<0.1%
195.5
29
<0.1%
195.3
1
<0.1%
195.0
21
<0.1%
194.3
4
<0.1%
194.0
9
<0.1%
193.4
3
<0.1%
193.04
23
<0.1%
193.0
625
0.7%
192.8
1
<0.1%
192.7
1
<0.1%
192.5
1
<0.1%
192.0
20
<0.1%
191.8
5
<0.1%
icu_admit_source
MISSING:
---
TOP CATEGORIES
Accident & Emergency
54,172
59%
Operating Room / Recovery
18,713
20%
Floor
15,611
17%
Other Hospital
2,358
3%
Other ICU
859
<1%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
icu_admit_source
PROVIDES INFORMATION ON...
apache_post_operative
0.77
elective_surgery
0.71
aids
0.17
lymphoma
0.12
leukemia
0.09
icu_stay_type
0.07
hepatic_failure
0.07
gcs_unable_apache
0.06
cirrhosis
0.06
apache_2_bodysystem
0.06
apache_3j_bodysystem
0.04
solid_tumor_with_metastasis
0.04
immunosuppression
0.04
intubated_apache
0.04

THESE FEATURES
GIVE INFORMATION
ON icu_admit_source:
apache_post_operative
0.36
elective_surgery
0.32
apache_2_bodysystem
0.09
apache_3j_bodysystem
0.08
icu_type
0.05
icu_stay_type
0.02
intubated_apache
0.01
ventilated_apache
0.01
gcs_verbal_apache
0.01
aids
0.01
lymphoma
0.01
leukemia
0.01
hepatic_failure
0.01
hospital_death
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
icu_admit_source
CORRELATION RATIO WITH...
apache_3j_diagnosis
0.79
pre_icu_los_days
0.37
apache_2_diagnosis
0.37
h1_resprate_min
0.26
apache_4a_hospital_death_prob
0.25
apache_4a_icu_death_prob
0.25
h1_resprate_max
0.21
d1_diasbp_max
0.19
d1_diasbp_noninvasive_max
0.18
d1_resprate_min
0.18
resprate_apache
0.15
d1_mbp_noninvasive_max
0.15
d1_mbp_max
0.14
h1_diasbp_max
0.13
icu_id
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_sysbp_noninvasive_max
-0.05
h1_sysbp_max
-0.05
d1_sysbp_max
-0.05
d1_sysbp_noninvasive_max
-0.05
d1_diasbp_noninvasive_min
-0.04
d1_mbp_noninvasive_min
-0.04
d1_mbp_min
-0.04
d1_diasbp_min
-0.04
d1_resprate_min
-0.04
apache_3j_diagnosis
-0.03
d1_diasbp_max
0.03
apache_2_diagnosis
-0.03
d1_diasbp_noninvasive_max
0.03
d1_spo2_max
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
icu_stay_type
0.21
ethnicity
0.16
icu_type
0.15
intubated_apache
0.07
apache_3j_bodysystem
0.06
icu_admit_source
0.06
apache_2_bodysystem
0.06
elective_surgery
0.05
apache_post_operative
0.05
gcs_verbal_apache
0.05
gcs_motor_apache
0.04
gcs_eyes_apache
0.03
immunosuppression
0.03
gcs_unable_apache
0.03
MOST FREQUENT VALUES
646
1,325
1.4%
653
1,307
1.4%
876
1,284
1.4%
413
1,239
1.4%
236
1,140
1.2%
337
1,097
1.2%
133
1,042
1.1%
434
993
1.1%
840
945
1.0%
404
944
1.0%
895
942
1.0%
114
942
1.0%
376
907
1.0%
369
902
1.0%
657
883
1.0%
SMALLEST VALUES
82
150
0.2%
83
187
0.2%
85
272
0.3%
87
234
0.3%
89
142
0.2%
90
580
0.6%
91
323
0.4%
92
881
1.0%
93
313
0.3%
95
820
0.9%
97
664
0.7%
98
310
0.3%
99
304
0.3%
100
503
0.5%
102
312
0.3%
LARGEST VALUES
927
199
0.2%
926
109
0.1%
925
121
0.1%
922
22
<0.1%
921
247
0.3%
918
161
0.2%
917
16
<0.1%
915
77
<0.1%
909
17
<0.1%
908
215
0.2%
907
84
<0.1%
906
69
<0.1%
905
53
<0.1%
904
50
<0.1%
903
10
<0.1%
icu_stay_type
MISSING:
---
TOP CATEGORIES
admit
86,183
94%
transfer
4,970
5%
readmit
560
<1%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
icu_stay_type
PROVIDES INFORMATION ON...
aids
0.07
lymphoma
0.04
leukemia
0.03
gcs_unable_apache
0.02
hepatic_failure
0.02
icu_admit_source
0.02
cirrhosis
0.01
solid_tumor_with_metastasis
0.01
immunosuppression
0.01
arf_apache
0.01
elective_surgery
0.01
apache_post_operative
0.00
icu_type
0.00
ventilated_apache
0.00

THESE FEATURES
GIVE INFORMATION
ON icu_stay_type:
icu_admit_source
0.07
icu_type
0.03
aids
0.01
lymphoma
0.01
leukemia
0.01
elective_surgery
0.01
apache_post_operative
0.01
apache_3j_bodysystem
0.01
gcs_unable_apache
0.01
hepatic_failure
0.01
cirrhosis
0.01
gcs_eyes_apache
0.01
solid_tumor_with_metastasis
0.01
ethnicity
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
icu_stay_type
CORRELATION RATIO WITH...
icu_id
0.21
apache_4a_hospital_death_prob
0.20
pre_icu_los_days
0.09
d1_mbp_noninvasive_min
0.08
d1_mbp_min
0.08
d1_diasbp_noninvasive_min
0.08
d1_diasbp_min
0.08
d1_sysbp_noninvasive_min
0.07
d1_sysbp_min
0.07
h1_mbp_noninvasive_min
0.06
h1_mbp_min
0.06
d1_heartrate_max
0.06
d1_resprate_max
0.05
h1_sysbp_noninvasive_min
0.05
icu_type
MISSING:
---
TOP CATEGORIES
Med-Surg ICU
50,586
55%
MICU
7,695
8%
Neuro ICU
7,675
8%
CCU-CTICU
7,156
8%
SICU
5,209
6%
Cardiac ICU
4,776
5%
CSICU
4,613
5%
CTICU
4,003
4%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
icu_type
PROVIDES INFORMATION ON...
elective_surgery
0.10
apache_post_operative
0.10
apache_3j_bodysystem
0.09
apache_2_bodysystem
0.08
icu_admit_source
0.05
icu_stay_type
0.03
ethnicity
0.01
intubated_apache
0.01
gcs_verbal_apache
0.01
ventilated_apache
0.01
gcs_motor_apache
0.01
gcs_eyes_apache
0.01
hospital_death
0.00
hepatic_failure
0.00

THESE FEATURES
GIVE INFORMATION
ON icu_type:
apache_3j_bodysystem
0.11
apache_2_bodysystem
0.09
icu_admit_source
0.04
apache_post_operative
0.03
elective_surgery
0.03
ethnicity
0.01
gcs_verbal_apache
0.01
gcs_eyes_apache
0.00
gcs_motor_apache
0.00
icu_stay_type
0.00
ventilated_apache
0.00
intubated_apache
0.00
gender
0.00
diabetes_mellitus
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
icu_type
CORRELATION RATIO WITH...
apache_3j_diagnosis
0.24
hospital_id
0.19
apache_2_diagnosis
0.16
h1_resprate_min
0.16
d1_resprate_min
0.15
d1_diasbp_max
0.15
icu_id
0.15
h1_heartrate_min
0.15
d1_diasbp_noninvasive_max
0.14
d1_sysbp_noninvasive_max
0.12
d1_heartrate_min
0.12
h1_heartrate_max
0.12
d1_mbp_noninvasive_max
0.12
d1_sysbp_max
0.12
pre_icu_los_days
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
apache_3j_diagnosis
0.09
apache_2_diagnosis
0.08
d1_heartrate_max
0.06
h1_mbp_min
-0.06
d1_heartrate_min
0.06
apache_4a_hospital_death_prob
0.06
h1_diasbp_max
-0.06
h1_diasbp_min
-0.06
h1_heartrate_max
0.06
d1_mbp_noninvasive_max
-0.05
h1_mbp_noninvasive_min
-0.05
h1_heartrate_min
0.05
d1_diasbp_max
-0.05
h1_mbp_noninvasive_max
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
icu_admit_source
0.37
elective_surgery
0.13
apache_2_bodysystem
0.13
apache_post_operative
0.13
apache_3j_bodysystem
0.11
icu_stay_type
0.09
icu_type
0.09
ventilated_apache
0.08
hospital_death
0.06
gcs_verbal_apache
0.06
gcs_eyes_apache
0.05
intubated_apache
0.04
ethnicity
0.04
arf_apache
0.03
MOST FREQUENT VALUES
0.0
3,711
4.0%
0.000694444
1,403
1.5%
0.001388889
1,011
1.1%
0.002083333
887
1.0%
0.002777778
811
0.9%
0.003472222
780
0.9%
0.004861111
718
0.8%
0.004166667
704
0.8%
0.00625
651
0.7%
0.005555556
619
0.7%
0.006944444
584
0.6%
0.007638889
534
0.6%
0.008333333
506
0.6%
0.009027778
446
0.5%
0.009722222
432
0.5%
SMALLEST VALUES
-24.94722222
1
<0.1%
-13.775
1
<0.1%
-11.40972222
1
<0.1%
-10.69375
1
<0.1%
-6.634722222
1
<0.1%
-6.153472222
1
<0.1%
-5.672916667
1
<0.1%
-5.553472222
1
<0.1%
-5.227777778
1
<0.1%
-4.996527778
1
<0.1%
-4.85625
1
<0.1%
-4.73125
1
<0.1%
-4.647916667
1
<0.1%
-3.825694444
1
<0.1%
-3.76875
1
<0.1%
LARGEST VALUES
159.0909722
1
<0.1%
84.36736111
1
<0.1%
81.80277778
1
<0.1%
78.7625
1
<0.1%
73.02291667
1
<0.1%
67.02361111
1
<0.1%
64.94861111
1
<0.1%
63.82708333
1
<0.1%
63.04444444
1
<0.1%
62.64791667
1
<0.1%
57.64930556
1
<0.1%
57.10972222
1
<0.1%
55.39375
1
<0.1%
53.73819444
1
<0.1%
53.72013889
1
<0.1%
weight
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bmi
0.87
height
0.39
d1_glucose_min
0.13
age
-0.13
d1_potassium_min
0.11
d1_potassium_max
0.10
d1_glucose_max
0.09
d1_sysbp_noninvasive_max
0.08
d1_sysbp_max
0.08
d1_spo2_max
-0.07
d1_sysbp_noninvasive_min
0.07
d1_sysbp_min
0.07
d1_mbp_noninvasive_max
0.07
d1_mbp_max
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gender
0.25
diabetes_mellitus
0.16
ethnicity
0.11
apache_3j_bodysystem
0.09
apache_2_bodysystem
0.09
gcs_verbal_apache
0.09
ventilated_apache
0.07
intubated_apache
0.04
icu_type
0.04
hospital_death
0.04
gcs_motor_apache
0.04
icu_admit_source
0.03
solid_tumor_with_metastasis
0.03
apache_post_operative
0.03
MOST FREQUENT VALUES
84.02833953232279
2,720
3.0%
68.0
974
1.1%
81.6
887
1.0%
63.5
843
0.9%
90.7
778
0.8%
77.1
738
0.8%
75.0
562
0.6%
72.6
560
0.6%
59.0
542
0.6%
80.0
510
0.6%
83.9
506
0.6%
100.0
495
0.5%
74.8
494
0.5%
70.0
491
0.5%
38.6
459
0.5%
SMALLEST VALUES
38.6
459
0.5%
38.7
5
<0.1%
38.8
6
<0.1%
38.9
4
<0.1%
39.0
33
<0.1%
39.1
5
<0.1%
39.2
12
<0.1%
39.23
1
<0.1%
39.3
9
<0.1%
39.4
7
<0.1%
39.46
2
<0.1%
39.5
10
<0.1%
39.55
1
<0.1%
39.6
8
<0.1%
39.63
2
<0.1%
LARGEST VALUES
186.0
447
0.5%
185.8
1
<0.1%
185.6
1
<0.1%
185.5
4
<0.1%
185.4
1
<0.1%
185.3
1
<0.1%
185.2
2
<0.1%
185.1
3
<0.1%
185.06
1
<0.1%
185.0
7
<0.1%
184.8
2
<0.1%
184.6
1
<0.1%
184.4
1
<0.1%
184.3
2
<0.1%
184.2
4
<0.1%
apache_2_diagnosis
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
apache_3j_diagnosis
0.39
h1_resprate_min
-0.15
h1_heartrate_max
-0.15
h1_resprate_max
-0.14
h1_heartrate_min
-0.14
d1_heartrate_max
-0.12
d1_sysbp_noninvasive_min
0.10
d1_sysbp_min
0.10
heart_rate_apache
-0.10
d1_resprate_min
-0.09
resprate_apache
-0.09
d1_mbp_noninvasive_min
0.08
h1_sysbp_noninvasive_min
0.08
pre_icu_los_days
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_2_bodysystem
0.53
apache_3j_bodysystem
0.50
apache_post_operative
0.40
icu_admit_source
0.37
elective_surgery
0.36
icu_type
0.16
hospital_death
0.09
aids
0.06
lymphoma
0.06
gcs_motor_apache
0.05
gcs_eyes_apache
0.05
gcs_unable_apache
0.05
leukemia
0.05
gcs_verbal_apache
0.04
MOST FREQUENT VALUES
113
11,740
12.8%
301
6,807
7.4%
302
6,702
7.3%
122
5,430
5.9%
112
4,350
4.7%
308
4,114
4.5%
117
3,923
4.3%
124
3,906
4.3%
303
3,329
3.6%
110
3,206
3.5%
304
3,104
3.4%
203
2,631
2.9%
202
2,481
2.7%
106
2,476
2.7%
305
2,275
2.5%
SMALLEST VALUES
101
376
0.4%
102
1,883
2.1%
103
291
0.3%
104
363
0.4%
105
1,037
1.1%
106
2,476
2.7%
107
197
0.2%
108
1,177
1.3%
109
1,071
1.2%
110
3,206
3.5%
112
4,350
4.7%
113
11,740
12.8%
114
2,257
2.5%
115
251
0.3%
116
204
0.2%
LARGEST VALUES
308
4,114
4.5%
307
1,818
2.0%
306
638
0.7%
305
2,275
2.5%
304
3,104
3.4%
303
3,329
3.6%
302
6,702
7.3%
301
6,807
7.4%
219
461
0.5%
218
553
0.6%
217
483
0.5%
216
26
<0.1%
215
159
0.2%
214
1,167
1.3%
213
750
0.8%
apache_3j_diagnosis
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
apache_2_diagnosis
0.39
h1_resprate_min
-0.20
h1_resprate_max
-0.17
d1_diasbp_max
-0.17
d1_diasbp_noninvasive_max
-0.16
d1_resprate_min
-0.14
d1_mbp_noninvasive_max
-0.14
d1_mbp_max
-0.14
resprate_apache
-0.13
d1_temp_max
0.13
h1_diasbp_max
-0.12
d1_sysbp_noninvasive_max
-0.10
d1_sysbp_max
-0.10
h1_diasbp_min
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_post_operative
0.87
icu_admit_source
0.79
elective_surgery
0.77
apache_2_bodysystem
0.54
apache_3j_bodysystem
0.47
icu_type
0.24
intubated_apache
0.13
ventilated_apache
0.11
hospital_death
0.09
gcs_eyes_apache
0.07
gcs_verbal_apache
0.07
ethnicity
0.04
icu_stay_type
0.03
arf_apache
0.02
MOST FREQUENT VALUES
501.05
4,481
4.9%
107.01
4,350
4.7%
106.01
3,923
4.3%
403.01
3,789
4.1%
703.03
3,106
3.4%
104.01
2,956
3.2%
502.01
2,842
3.1%
1207.01
2,763
3.0%
102.01
2,239
2.4%
702.01
2,064
2.3%
212.01
1,997
2.2%
206.01
1,883
2.1%
1206.03
1,848
2.0%
305.02
1,609
1.8%
501.02
1,475
1.6%
SMALLEST VALUES
0.01
1
<0.1%
0.02
1
<0.1%
0.03
1
<0.1%
0.04
4
<0.1%
0.06
1
<0.1%
0.09
2
<0.1%
0.11
15
<0.1%
0.13
1
<0.1%
0.14
5
<0.1%
0.15
2
<0.1%
0.18
3
<0.1%
0.19
15
<0.1%
0.2
15
<0.1%
0.21
2
<0.1%
0.22
40
<0.1%
LARGEST VALUES
2201.05
61
<0.1%
2201.04
5
<0.1%
2201.03
12
<0.1%
2201.02
10
<0.1%
2201.01
12
<0.1%
2101.03
3
<0.1%
2101.01
6
<0.1%
1904.01
236
0.3%
1903.03
56
<0.1%
1903.02
53
<0.1%
1903.01
37
<0.1%
1902.05
147
0.2%
1902.04
46
<0.1%
1902.03
118
0.1%
1902.02
80
<0.1%
apache_post_operative
MISSING:
---
TOP CATEGORIES
False
73,269
80%
True
18,444
20%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
apache_post_operative
PROVIDES INFORMATION ON...
elective_surgery
0.78
icu_admit_source
0.36
apache_2_bodysystem
0.06
apache_3j_bodysystem
0.04
aids
0.03
icu_type
0.03
intubated_apache
0.03
ventilated_apache
0.02
hepatic_failure
0.02
lymphoma
0.02
cirrhosis
0.02
leukemia
0.01
hospital_death
0.01
icu_stay_type
0.01

THESE FEATURES
GIVE INFORMATION
ON apache_post_operative:
icu_admit_source
0.77
elective_surgery
0.74
apache_2_bodysystem
0.20
apache_3j_bodysystem
0.15
icu_type
0.10
ventilated_apache
0.03
intubated_apache
0.03
gcs_verbal_apache
0.02
hospital_death
0.01
icu_stay_type
0.00
hepatic_failure
0.00
gcs_motor_apache
0.00
cirrhosis
0.00
aids
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_post_operative
CORRELATION RATIO WITH...
apache_3j_diagnosis
0.87
apache_2_diagnosis
0.40
h1_resprate_min
0.25
d1_diasbp_max
0.20
h1_resprate_max
0.19
d1_diasbp_noninvasive_max
0.19
d1_resprate_min
0.18
d1_mbp_noninvasive_max
0.15
d1_mbp_max
0.15
resprate_apache
0.15
h1_diasbp_max
0.13
pre_icu_los_days
0.13
h1_heartrate_min
0.12
d1_sysbp_noninvasive_max
0.10
arf_apache
MISSING:
---
TOP CATEGORIES
False
88,452
96%
True
3,261
4%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
arf_apache
PROVIDES INFORMATION ON...
aids
0.50
lymphoma
0.30
leukemia
0.24
hepatic_failure
0.15
gcs_unable_apache
0.14
cirrhosis
0.14
solid_tumor_with_metastasis
0.09
immunosuppression
0.08
diabetes_mellitus
0.02
intubated_apache
0.01
ethnicity
0.01
icu_admit_source
0.00
icu_stay_type
0.00
ventilated_apache
0.00

THESE FEATURES
GIVE INFORMATION
ON arf_apache:
aids
0.16
lymphoma
0.13
leukemia
0.12
hepatic_failure
0.10
cirrhosis
0.10
gcs_unable_apache
0.09
solid_tumor_with_metastasis
0.08
diabetes_mellitus
0.08
immunosuppression
0.07
icu_admit_source
0.03
apache_2_bodysystem
0.03
apache_3j_bodysystem
0.03
ethnicity
0.03
intubated_apache
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
arf_apache
CORRELATION RATIO WITH...
d1_potassium_max
0.09
d1_potassium_min
0.07
d1_glucose_min
0.05
d1_sysbp_max
0.05
d1_sysbp_noninvasive_max
0.05
d1_diasbp_min
0.04
d1_diasbp_noninvasive_min
0.04
apache_2_diagnosis
0.03
pre_icu_los_days
0.03
d1_spo2_min
0.03
d1_spo2_max
0.03
d1_glucose_max
0.03
h1_sysbp_noninvasive_max
0.03
h1_sysbp_max
0.03
gcs_eyes_apache
MISSING:
---
TOP CATEGORIES
4
64,896
71%
3
13,863
15%
1
8,274
9%
2
4,680
5%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
gcs_eyes_apache
PROVIDES INFORMATION ON...
gcs_motor_apache
0.44
gcs_verbal_apache
0.32
ventilated_apache
0.17
intubated_apache
0.12
hospital_death
0.08
gcs_unable_apache
0.07
aids
0.04
lymphoma
0.03
leukemia
0.01
apache_3j_bodysystem
0.01
apache_2_bodysystem
0.01
immunosuppression
0.01
solid_tumor_with_metastasis
0.01
icu_stay_type
0.01

THESE FEATURES
GIVE INFORMATION
ON gcs_eyes_apache:
gcs_motor_apache
0.37
gcs_verbal_apache
0.37
ventilated_apache
0.12
intubated_apache
0.06
hospital_death
0.03
apache_3j_bodysystem
0.02
apache_2_bodysystem
0.02
icu_type
0.01
gcs_unable_apache
0.01
icu_admit_source
0.00
aids
0.00
lymphoma
0.00
icu_stay_type
0.00
ethnicity
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gcs_eyes_apache
CORRELATION RATIO WITH...
apache_4a_hospital_death_prob
0.39
apache_4a_icu_death_prob
0.37
d1_temp_min
0.22
temp_apache
0.16
d1_sysbp_min
0.16
d1_sysbp_noninvasive_min
0.16
d1_temp_max
0.14
d1_mbp_min
0.14
d1_heartrate_max
0.14
d1_mbp_noninvasive_min
0.14
h1_sysbp_min
0.13
h1_sysbp_noninvasive_min
0.12
d1_diasbp_min
0.12
d1_diasbp_noninvasive_min
0.11
gcs_motor_apache
MISSING:
---
TOP CATEGORIES
6
72,861
79%
5
7,982
9%
1
5,543
6%
4
4,494
5%
3
524
<1%
2
309
<1%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
gcs_motor_apache
PROVIDES INFORMATION ON...
gcs_eyes_apache
0.37
gcs_verbal_apache
0.31
ventilated_apache
0.15
intubated_apache
0.11
hospital_death
0.09
gcs_unable_apache
0.05
aids
0.03
lymphoma
0.02
leukemia
0.01
apache_3j_bodysystem
0.01
apache_2_bodysystem
0.01
immunosuppression
0.01
elective_surgery
0.01
solid_tumor_with_metastasis
0.00

THESE FEATURES
GIVE INFORMATION
ON gcs_motor_apache:
gcs_eyes_apache
0.44
gcs_verbal_apache
0.42
ventilated_apache
0.12
intubated_apache
0.06
hospital_death
0.04
apache_3j_bodysystem
0.03
apache_2_bodysystem
0.02
icu_type
0.01
gcs_unable_apache
0.01
icu_admit_source
0.00
elective_surgery
0.00
apache_post_operative
0.00
aids
0.00
icu_stay_type
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gcs_motor_apache
CORRELATION RATIO WITH...
apache_4a_hospital_death_prob
0.41
apache_4a_icu_death_prob
0.40
d1_temp_min
0.25
temp_apache
0.20
d1_sysbp_min
0.16
d1_sysbp_noninvasive_min
0.16
d1_heartrate_max
0.14
d1_temp_max
0.14
d1_mbp_min
0.13
d1_mbp_noninvasive_min
0.13
h1_sysbp_min
0.12
h1_sysbp_noninvasive_min
0.11
d1_diasbp_min
0.11
d1_diasbp_noninvasive_min
0.10
gcs_unable_apache
MISSING:
---
TOP CATEGORIES
False
89,812
98%
True
1,901
2%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
gcs_unable_apache
PROVIDES INFORMATION ON...
aids
0.59
lymphoma
0.38
leukemia
0.28
hepatic_failure
0.19
cirrhosis
0.16
solid_tumor_with_metastasis
0.12
immunosuppression
0.10
arf_apache
0.09
intubated_apache
0.03
ventilated_apache
0.02
gcs_verbal_apache
0.01
gcs_eyes_apache
0.01
icu_stay_type
0.01
gcs_motor_apache
0.01

THESE FEATURES
GIVE INFORMATION
ON gcs_unable_apache:
aids
0.29
lymphoma
0.24
leukemia
0.22
hepatic_failure
0.19
cirrhosis
0.18
solid_tumor_with_metastasis
0.16
immunosuppression
0.14
arf_apache
0.14
intubated_apache
0.14
ventilated_apache
0.12
gcs_verbal_apache
0.09
gcs_eyes_apache
0.07
icu_admit_source
0.06
apache_3j_bodysystem
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gcs_unable_apache
CORRELATION RATIO WITH...
apache_4a_icu_death_prob
0.07
apache_4a_hospital_death_prob
0.06
apache_2_diagnosis
0.05
d1_temp_min
0.05
temp_apache
0.03
map_apache
0.03
icu_id
0.03
d1_potassium_min
0.02
d1_temp_max
0.02
heart_rate_apache
0.02
d1_mbp_noninvasive_min
0.02
d1_sysbp_noninvasive_min
0.02
d1_sysbp_min
0.02
d1_mbp_min
0.01
gcs_verbal_apache
MISSING:
---
TOP CATEGORIES
5
58,810
64%
1
16,741
18%
4
10,947
12%
3
3,275
4%
2
1,940
2%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
gcs_verbal_apache
PROVIDES INFORMATION ON...
gcs_motor_apache
0.42
gcs_eyes_apache
0.37
ventilated_apache
0.25
intubated_apache
0.19
gcs_unable_apache
0.09
hospital_death
0.08
aids
0.06
lymphoma
0.03
leukemia
0.02
apache_post_operative
0.02
apache_3j_bodysystem
0.02
elective_surgery
0.02
apache_2_bodysystem
0.01
immunosuppression
0.01

THESE FEATURES
GIVE INFORMATION
ON gcs_verbal_apache:
gcs_eyes_apache
0.32
gcs_motor_apache
0.31
ventilated_apache
0.15
intubated_apache
0.08
apache_3j_bodysystem
0.03
hospital_death
0.02
apache_2_bodysystem
0.02
icu_type
0.01
icu_admit_source
0.01
gcs_unable_apache
0.01
apache_post_operative
0.01
elective_surgery
0.01
aids
0.00
lymphoma
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gcs_verbal_apache
CORRELATION RATIO WITH...
apache_4a_hospital_death_prob
0.37
apache_4a_icu_death_prob
0.34
d1_temp_max
0.18
d1_temp_min
0.18
d1_sysbp_min
0.18
d1_sysbp_noninvasive_min
0.17
d1_heartrate_max
0.16
d1_mbp_min
0.15
d1_mbp_noninvasive_min
0.15
h1_sysbp_min
0.13
d1_diasbp_min
0.13
d1_diasbp_noninvasive_min
0.13
h1_sysbp_noninvasive_min
0.12
h1_mbp_min
0.12
heart_rate_apache
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_heartrate_max
0.80
h1_heartrate_max
0.71
h1_heartrate_min
0.68
d1_heartrate_min
0.56
d1_temp_max
0.23
h1_resprate_max
0.20
h1_resprate_min
0.19
resprate_apache
0.19
d1_resprate_max
0.17
age
-0.15
d1_sysbp_min
-0.14
d1_sysbp_noninvasive_min
-0.14
d1_resprate_min
0.11
d1_diasbp_max
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.23
apache_2_bodysystem
0.13
ventilated_apache
0.12
gcs_verbal_apache
0.12
hospital_death
0.11
icu_type
0.11
gcs_motor_apache
0.10
gcs_eyes_apache
0.09
intubated_apache
0.08
icu_admit_source
0.08
elective_surgery
0.07
apache_post_operative
0.06
immunosuppression
0.05
solid_tumor_with_metastasis
0.04
MOST FREQUENT VALUES
104
2,602
2.8%
100
1,860
2.0%
108
1,806
2.0%
102
1,794
2.0%
98
1,716
1.9%
106
1,689
1.8%
110
1,638
1.8%
96
1,634
1.8%
60
1,624
1.8%
112
1,609
1.8%
114
1,540
1.7%
101
1,475
1.6%
105
1,475
1.6%
103
1,447
1.6%
107
1,430
1.6%
SMALLEST VALUES
30
561
0.6%
31
73
<0.1%
32
105
0.1%
33
79
<0.1%
34
111
0.1%
35
108
0.1%
36
127
0.1%
37
130
0.1%
38
171
0.2%
39
175
0.2%
40
238
0.3%
41
220
0.2%
42
315
0.3%
43
342
0.4%
44
472
0.5%
LARGEST VALUES
178
462
0.5%
177
33
<0.1%
176
37
<0.1%
175
46
<0.1%
174
57
<0.1%
173
38
<0.1%
172
56
<0.1%
171
35
<0.1%
170
70
<0.1%
169
64
<0.1%
168
67
<0.1%
167
59
<0.1%
166
88
<0.1%
165
94
0.1%
164
95
0.1%
intubated_apache
MISSING:
---
TOP CATEGORIES
False
77,237
84%
True
14,476
16%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
intubated_apache
PROVIDES INFORMATION ON...
ventilated_apache
0.33
aids
0.26
lymphoma
0.14
gcs_unable_apache
0.14
leukemia
0.10
gcs_verbal_apache
0.08
gcs_motor_apache
0.06
gcs_eyes_apache
0.06
hepatic_failure
0.06
cirrhosis
0.05
hospital_death
0.04
solid_tumor_with_metastasis
0.03
apache_post_operative
0.03
arf_apache
0.02

THESE FEATURES
GIVE INFORMATION
ON intubated_apache:
ventilated_apache
0.47
gcs_verbal_apache
0.19
gcs_eyes_apache
0.12
gcs_motor_apache
0.11
apache_2_bodysystem
0.04
icu_admit_source
0.04
gcs_unable_apache
0.03
apache_post_operative
0.03
aids
0.03
hospital_death
0.03
elective_surgery
0.02
lymphoma
0.02
apache_3j_bodysystem
0.02
leukemia
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intubated_apache
CORRELATION RATIO WITH...
apache_4a_icu_death_prob
0.26
apache_4a_hospital_death_prob
0.25
d1_temp_min
0.17
d1_sysbp_min
0.17
d1_sysbp_noninvasive_min
0.16
d1_temp_max
0.16
d1_mbp_min
0.14
h1_sysbp_min
0.14
d1_mbp_noninvasive_min
0.14
h1_mbp_min
0.13
apache_3j_diagnosis
0.13
h1_sysbp_noninvasive_min
0.13
temp_apache
0.12
d1_potassium_max
0.12
map_apache
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_mbp_noninvasive_max
0.54
d1_mbp_max
0.54
d1_sysbp_noninvasive_max
0.47
d1_sysbp_max
0.47
h1_mbp_max
0.47
h1_mbp_noninvasive_max
0.46
h1_mbp_min
0.43
d1_diasbp_max
0.43
d1_diasbp_noninvasive_max
0.43
h1_mbp_noninvasive_min
0.42
h1_sysbp_max
0.42
h1_sysbp_noninvasive_max
0.42
d1_mbp_min
0.40
d1_mbp_noninvasive_min
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.16
apache_2_bodysystem
0.13
ethnicity
0.09
icu_type
0.08
hepatic_failure
0.06
cirrhosis
0.05
leukemia
0.04
lymphoma
0.04
aids
0.04
hospital_death
0.04
ventilated_apache
0.04
immunosuppression
0.03
intubated_apache
0.03
icu_admit_source
0.03
MOST FREQUENT VALUES
67
2,268
2.5%
56
2,122
2.3%
54
2,029
2.2%
60
1,971
2.1%
58
1,955
2.1%
53
1,893
2.1%
55
1,882
2.1%
52
1,877
2.0%
40
1,874
2.0%
57
1,844
2.0%
51
1,814
2.0%
62
1,788
1.9%
59
1,786
1.9%
50
1,770
1.9%
61
1,692
1.8%
SMALLEST VALUES
40
1,874
2.0%
41
1,450
1.6%
42
1,383
1.5%
43
1,358
1.5%
44
1,360
1.5%
45
1,333
1.5%
46
1,435
1.6%
47
1,507
1.6%
48
1,654
1.8%
49
1,579
1.7%
50
1,770
1.9%
51
1,814
2.0%
52
1,877
2.0%
53
1,893
2.1%
54
2,029
2.2%
LARGEST VALUES
200
141
0.2%
199
128
0.1%
198
100
0.1%
197
113
0.1%
196
121
0.1%
195
121
0.1%
194
109
0.1%
193
90
<0.1%
192
109
0.1%
191
95
0.1%
190
111
0.1%
189
107
0.1%
188
97
0.1%
187
85
<0.1%
186
108
0.1%
resprate_apache
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_resprate_max
0.57
h1_resprate_max
0.48
h1_resprate_min
0.38
d1_resprate_min
0.31
heart_rate_apache
0.19
d1_heartrate_max
0.17
h1_heartrate_min
0.17
h1_heartrate_max
0.16
d1_heartrate_min
0.14
apache_3j_diagnosis
-0.13
d1_mbp_noninvasive_max
0.13
d1_mbp_max
0.13
d1_mbp_min
0.11
d1_mbp_noninvasive_min
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.17
icu_admit_source
0.15
apache_post_operative
0.15
elective_surgery
0.14
apache_2_bodysystem
0.13
icu_type
0.11
hospital_death
0.09
gcs_verbal_apache
0.06
gender
0.06
ethnicity
0.05
gcs_motor_apache
0.04
immunosuppression
0.03
ventilated_apache
0.02
intubated_apache
0.02
MOST FREQUENT VALUES
10.0
4,303
4.7%
12.0
4,221
4.6%
11.0
3,911
4.3%
4.0
3,528
3.8%
9.0
3,432
3.7%
30.0
3,145
3.4%
28.0
3,074
3.4%
8.0
2,927
3.2%
29.0
2,887
3.1%
31.0
2,725
3.0%
32.0
2,670
2.9%
27.0
2,639
2.9%
33.0
2,627
2.9%
35.0
2,465
2.7%
34.0
2,433
2.7%
SMALLEST VALUES
4.0
3,528
3.8%
5.0
2,076
2.3%
5.9
1
<0.1%
6.0
2,091
2.3%
7.0
2,415
2.6%
7.1
2
<0.1%
7.2
1
<0.1%
7.8
1
<0.1%
8.0
2,927
3.2%
8.4
1
<0.1%
8.6
2
<0.1%
9.0
3,432
3.7%
9.4
3
<0.1%
9.5
1
<0.1%
9.9
1
<0.1%
LARGEST VALUES
60.0
937
1.0%
59.0
666
0.7%
58.0
516
0.6%
57.0
509
0.6%
56.0
494
0.5%
55.0
511
0.6%
54.0
512
0.6%
53.0
524
0.6%
52.0
569
0.6%
51.0
554
0.6%
50.0
660
0.7%
49.0
660
0.7%
48.0
752
0.8%
47.0
802
0.9%
46.0
891
1.0%
temp_apache
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_temp_min
0.77
d1_temp_max
0.40
apache_4a_icu_death_prob
-0.17
d1_heartrate_min
0.17
apache_4a_hospital_death_prob
-0.17
h1_heartrate_min
0.14
h1_heartrate_max
0.11
d1_potassium_max
-0.11
heart_rate_apache
0.10
d1_resprate_min
0.10
d1_sysbp_min
0.10
d1_sysbp_noninvasive_min
0.10
d1_glucose_max
-0.08
age
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gcs_motor_apache
0.20
gcs_eyes_apache
0.16
hospital_death
0.15
ventilated_apache
0.13
apache_3j_bodysystem
0.13
intubated_apache
0.12
gcs_verbal_apache
0.12
apache_2_bodysystem
0.08
icu_admit_source
0.06
icu_type
0.05
apache_post_operative
0.05
elective_surgery
0.04
gcs_unable_apache
0.03
arf_apache
0.02
MOST FREQUENT VALUES
36.4
9,347
10.2%
36.6
8,572
9.3%
36.7
8,076
8.8%
36.3
6,667
7.3%
36.5
6,193
6.8%
36.8
5,778
6.3%
36.2
4,802
5.2%
36.1
4,594
5.0%
36.41447246161746
4,108
4.5%
36.9
3,698
4.0%
36.0
2,807
3.1%
35.9
2,201
2.4%
37.0
2,131
2.3%
35.8
2,039
2.2%
37.1
1,977
2.2%
SMALLEST VALUES
32.1
516
0.6%
32.16
1
<0.1%
32.2
62
<0.1%
32.22
1
<0.1%
32.27
1
<0.1%
32.3
53
<0.1%
32.33
1
<0.1%
32.4
49
<0.1%
32.5
56
<0.1%
32.6
70
<0.1%
32.7
60
<0.1%
32.8
78
<0.1%
32.88
1
<0.1%
32.9
60
<0.1%
32.94
1
<0.1%
LARGEST VALUES
39.7
370
0.4%
39.66
4
<0.1%
39.61
5
<0.1%
39.6
95
0.1%
39.55
9
<0.1%
39.5
132
0.1%
39.44
9
<0.1%
39.4
211
0.2%
39.39
1
<0.1%
39.38
9
<0.1%
39.33
6
<0.1%
39.3
147
0.2%
39.28
1
<0.1%
39.27
10
<0.1%
39.22
3
<0.1%
ventilated_apache
MISSING:
---
TOP CATEGORIES
False
61,358
67%
True
30,355
33%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ventilated_apache
PROVIDES INFORMATION ON...
intubated_apache
0.47
gcs_verbal_apache
0.15
aids
0.15
gcs_motor_apache
0.12
gcs_unable_apache
0.12
gcs_eyes_apache
0.12
hospital_death
0.08
lymphoma
0.07
leukemia
0.05
apache_post_operative
0.03
hepatic_failure
0.02
apache_2_bodysystem
0.02
cirrhosis
0.02
elective_surgery
0.02

THESE FEATURES
GIVE INFORMATION
ON ventilated_apache:
intubated_apache
0.33
gcs_verbal_apache
0.25
gcs_eyes_apache
0.17
gcs_motor_apache
0.15
apache_2_bodysystem
0.06
hospital_death
0.04
apache_3j_bodysystem
0.04
icu_admit_source
0.02
apache_post_operative
0.02
gcs_unable_apache
0.02
elective_surgery
0.01
aids
0.01
icu_type
0.01
lymphoma
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ventilated_apache
CORRELATION RATIO WITH...
apache_4a_hospital_death_prob
0.28
apache_4a_icu_death_prob
0.27
d1_sysbp_min
0.21
d1_temp_max
0.21
d1_sysbp_noninvasive_min
0.20
d1_temp_min
0.19
d1_mbp_min
0.18
d1_mbp_noninvasive_min
0.17
d1_heartrate_max
0.17
h1_sysbp_min
0.17
h1_mbp_min
0.16
h1_sysbp_noninvasive_min
0.15
d1_potassium_max
0.15
d1_diasbp_min
0.14
d1_diasbp_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_diasbp_noninvasive_max
0.99
d1_mbp_noninvasive_max
0.83
d1_mbp_max
0.82
d1_sysbp_noninvasive_max
0.61
d1_sysbp_max
0.61
h1_diasbp_max
0.60
h1_diasbp_noninvasive_max
0.58
h1_mbp_noninvasive_max
0.49
h1_mbp_max
0.49
map_apache
0.43
h1_sysbp_noninvasive_max
0.42
h1_sysbp_max
0.41
h1_diasbp_min
0.35
h1_diasbp_noninvasive_min
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_post_operative
0.20
elective_surgery
0.19
icu_admit_source
0.19
apache_2_bodysystem
0.18
apache_3j_bodysystem
0.15
icu_type
0.15
ethnicity
0.09
gcs_verbal_apache
0.06
gcs_motor_apache
0.05
intubated_apache
0.04
gcs_eyes_apache
0.03
ventilated_apache
0.03
icu_stay_type
0.02
gender
0.02
MOST FREQUENT VALUES
86
2,217
2.4%
80
2,113
2.3%
84
2,104
2.3%
88
2,058
2.2%
82
2,053
2.2%
83
2,032
2.2%
78
2,012
2.2%
87
2,012
2.2%
90
1,996
2.2%
85
1,974
2.2%
81
1,968
2.1%
79
1,953
2.1%
91
1,902
2.1%
89
1,888
2.1%
92
1,864
2.0%
SMALLEST VALUES
46
437
0.5%
47
68
<0.1%
48
124
0.1%
49
99
0.1%
50
169
0.2%
51
167
0.2%
52
207
0.2%
53
251
0.3%
54
291
0.3%
55
317
0.3%
56
398
0.4%
57
434
0.5%
58
504
0.5%
59
586
0.6%
60
695
0.8%
LARGEST VALUES
165
407
0.4%
164
22
<0.1%
163
24
<0.1%
162
37
<0.1%
161
27
<0.1%
160
34
<0.1%
159
31
<0.1%
158
44
<0.1%
157
31
<0.1%
156
42
<0.1%
155
50
<0.1%
154
49
<0.1%
153
37
<0.1%
152
45
<0.1%
151
56
<0.1%
d1_diasbp_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_diasbp_noninvasive_min
0.99
d1_mbp_min
0.85
d1_mbp_noninvasive_min
0.85
d1_sysbp_min
0.67
d1_sysbp_noninvasive_min
0.66
h1_diasbp_noninvasive_min
0.61
h1_diasbp_min
0.60
h1_mbp_noninvasive_min
0.56
h1_mbp_min
0.56
h1_sysbp_noninvasive_min
0.42
h1_sysbp_min
0.42
h1_mbp_noninvasive_max
0.38
h1_mbp_max
0.37
map_apache
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.19
hospital_death
0.18
ventilated_apache
0.14
apache_2_bodysystem
0.13
gender
0.13
gcs_verbal_apache
0.13
ethnicity
0.13
gcs_eyes_apache
0.12
gcs_motor_apache
0.11
intubated_apache
0.11
icu_stay_type
0.08
icu_admit_source
0.07
icu_type
0.05
diabetes_mellitus
0.05
MOST FREQUENT VALUES
50
3,608
3.9%
51
3,065
3.3%
52
2,887
3.1%
55
2,834
3.1%
53
2,829
3.1%
48
2,818
3.1%
46
2,815
3.1%
49
2,790
3.0%
47
2,787
3.0%
54
2,713
3.0%
45
2,697
2.9%
56
2,637
2.9%
44
2,575
2.8%
43
2,443
2.7%
57
2,435
2.7%
SMALLEST VALUES
13
533
0.6%
14
87
<0.1%
15
122
0.1%
16
123
0.1%
17
145
0.2%
18
148
0.2%
19
171
0.2%
20
245
0.3%
21
215
0.2%
22
249
0.3%
23
326
0.4%
24
296
0.3%
25
379
0.4%
26
449
0.5%
27
476
0.5%
LARGEST VALUES
90
426
0.5%
89
78
<0.1%
88
87
<0.1%
87
89
<0.1%
86
86
<0.1%
85
120
0.1%
84
133
0.1%
83
165
0.2%
82
179
0.2%
81
245
0.3%
80
255
0.3%
79
280
0.3%
78
333
0.4%
77
384
0.4%
76
421
0.5%
d1_diasbp_noninvasive_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_diasbp_max
0.99
d1_mbp_noninvasive_max
0.83
d1_mbp_max
0.82
d1_sysbp_noninvasive_max
0.61
d1_sysbp_max
0.61
h1_diasbp_max
0.59
h1_diasbp_noninvasive_max
0.58
h1_mbp_noninvasive_max
0.49
h1_mbp_max
0.49
map_apache
0.43
h1_sysbp_noninvasive_max
0.42
h1_sysbp_max
0.41
h1_diasbp_min
0.35
h1_diasbp_noninvasive_min
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_post_operative
0.19
icu_admit_source
0.18
elective_surgery
0.18
apache_2_bodysystem
0.17
apache_3j_bodysystem
0.15
icu_type
0.14
ethnicity
0.09
gcs_verbal_apache
0.06
gcs_motor_apache
0.05
intubated_apache
0.03
gcs_eyes_apache
0.03
ventilated_apache
0.03
icu_stay_type
0.02
gender
0.02
MOST FREQUENT VALUES
87
3,045
3.3%
84
2,087
2.3%
80
2,083
2.3%
88
2,040
2.2%
82
2,026
2.2%
86
2,024
2.2%
83
2,022
2.2%
90
1,980
2.2%
78
1,977
2.2%
85
1,965
2.1%
81
1,950
2.1%
79
1,946
2.1%
91
1,891
2.1%
89
1,880
2.0%
92
1,847
2.0%
SMALLEST VALUES
46
432
0.5%
47
70
<0.1%
48
121
0.1%
49
96
0.1%
50
167
0.2%
51
168
0.2%
52
200
0.2%
53
253
0.3%
54
271
0.3%
55
304
0.3%
56
382
0.4%
57
429
0.5%
58
473
0.5%
59
581
0.6%
60
680
0.7%
LARGEST VALUES
165
406
0.4%
164
22
<0.1%
163
24
<0.1%
162
37
<0.1%
161
27
<0.1%
160
34
<0.1%
159
31
<0.1%
158
44
<0.1%
157
30
<0.1%
156
40
<0.1%
155
50
<0.1%
154
49
<0.1%
153
37
<0.1%
152
45
<0.1%
151
55
<0.1%
d1_diasbp_noninvasive_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_diasbp_min
0.99
d1_mbp_noninvasive_min
0.86
d1_mbp_min
0.85
d1_sysbp_noninvasive_min
0.67
d1_sysbp_min
0.66
h1_diasbp_noninvasive_min
0.61
h1_diasbp_min
0.60
h1_mbp_noninvasive_min
0.57
h1_mbp_min
0.56
h1_sysbp_noninvasive_min
0.42
h1_sysbp_min
0.42
h1_mbp_noninvasive_max
0.38
h1_mbp_max
0.37
map_apache
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.19
hospital_death
0.18
ventilated_apache
0.14
gender
0.13
apache_2_bodysystem
0.13
gcs_verbal_apache
0.13
ethnicity
0.12
gcs_eyes_apache
0.11
gcs_motor_apache
0.10
intubated_apache
0.10
icu_stay_type
0.08
icu_admit_source
0.07
icu_type
0.05
diabetes_mellitus
0.05
MOST FREQUENT VALUES
50
4,447
4.8%
51
3,036
3.3%
52
2,864
3.1%
55
2,822
3.1%
53
2,817
3.1%
48
2,778
3.0%
49
2,773
3.0%
47
2,758
3.0%
46
2,739
3.0%
54
2,687
2.9%
45
2,670
2.9%
56
2,628
2.9%
44
2,508
2.7%
57
2,432
2.7%
43
2,413
2.6%
SMALLEST VALUES
13
530
0.6%
14
85
<0.1%
15
122
0.1%
16
121
0.1%
17
145
0.2%
18
147
0.2%
19
169
0.2%
20
242
0.3%
21
217
0.2%
22
247
0.3%
23
327
0.4%
24
291
0.3%
25
377
0.4%
26
437
0.5%
27
475
0.5%
LARGEST VALUES
90
426
0.5%
89
78
<0.1%
88
87
<0.1%
87
88
<0.1%
86
86
<0.1%
85
121
0.1%
84
136
0.1%
83
165
0.2%
82
177
0.2%
81
246
0.3%
80
259
0.3%
79
280
0.3%
78
331
0.4%
77
385
0.4%
76
420
0.5%
d1_heartrate_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
heart_rate_apache
0.80
h1_heartrate_max
0.78
h1_heartrate_min
0.67
d1_heartrate_min
0.47
d1_temp_max
0.27
d1_sysbp_min
-0.25
d1_sysbp_noninvasive_min
-0.25
d1_resprate_max
0.25
h1_resprate_max
0.25
d1_diasbp_max
0.18
d1_diasbp_noninvasive_max
0.18
d1_mbp_noninvasive_min
-0.18
d1_mbp_min
-0.18
h1_resprate_min
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.22
ventilated_apache
0.17
hospital_death
0.16
gcs_verbal_apache
0.16
gcs_motor_apache
0.14
gcs_eyes_apache
0.14
apache_2_bodysystem
0.12
intubated_apache
0.11
icu_admit_source
0.09
icu_type
0.08
elective_surgery
0.07
icu_stay_type
0.06
apache_post_operative
0.06
immunosuppression
0.05
MOST FREQUENT VALUES
96
2,012
2.2%
100
2,000
2.2%
90
1,951
2.1%
92
1,931
2.1%
98
1,931
2.1%
94
1,829
2.0%
102
1,803
2.0%
88
1,796
2.0%
104
1,764
1.9%
106
1,710
1.9%
108
1,694
1.8%
101
1,664
1.8%
110
1,619
1.8%
97
1,616
1.8%
86
1,592
1.7%
SMALLEST VALUES
58
627
0.7%
59
112
0.1%
60
210
0.2%
61
161
0.2%
62
232
0.3%
63
202
0.2%
64
311
0.3%
65
280
0.3%
66
389
0.4%
67
354
0.4%
68
545
0.6%
69
467
0.5%
70
641
0.7%
71
523
0.6%
72
747
0.8%
LARGEST VALUES
177
443
0.5%
176
32
<0.1%
175
34
<0.1%
174
38
<0.1%
173
33
<0.1%
172
43
<0.1%
171
35
<0.1%
170
67
<0.1%
169
51
<0.1%
168
52
<0.1%
167
45
<0.1%
166
62
<0.1%
165
65
<0.1%
164
69
<0.1%
163
80
<0.1%
d1_heartrate_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_heartrate_min
0.66
heart_rate_apache
0.56
h1_heartrate_max
0.54
d1_heartrate_max
0.47
d1_resprate_min
0.26
h1_resprate_min
0.20
d1_temp_max
0.18
temp_apache
0.17
d1_temp_min
0.16
age
-0.14
d1_sysbp_max
-0.14
d1_diasbp_min
0.14
d1_sysbp_noninvasive_max
-0.14
resprate_apache
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.24
apache_2_bodysystem
0.15
icu_type
0.12
ethnicity
0.05
gcs_motor_apache
0.05
gender
0.05
gcs_eyes_apache
0.04
icu_admit_source
0.04
immunosuppression
0.04
gcs_verbal_apache
0.03
solid_tumor_with_metastasis
0.03
elective_surgery
0.03
icu_stay_type
0.02
ventilated_apache
0.02
MOST FREQUENT VALUES
60
3,347
3.6%
70
2,983
3.3%
68
2,631
2.9%
62
2,537
2.8%
66
2,485
2.7%
64
2,483
2.7%
72
2,408
2.6%
74
2,270
2.5%
58
2,252
2.5%
69
2,228
2.4%
65
2,190
2.4%
80
2,092
2.3%
76
2,075
2.3%
67
2,018
2.2%
61
1,986
2.2%
SMALLEST VALUES
0
598
0.7%
1
10
<0.1%
2
3
<0.1%
3
5
<0.1%
4
7
<0.1%
5
6
<0.1%
6
7
<0.1%
7
2
<0.1%
8
11
<0.1%
9
3
<0.1%
10
11
<0.1%
11
7
<0.1%
12
16
<0.1%
13
4
<0.1%
14
7
<0.1%
LARGEST VALUES
175
1
<0.1%
160
1
<0.1%
155
1
<0.1%
152
1
<0.1%
150
2
<0.1%
149
2
<0.1%
148
2
<0.1%
147
1
<0.1%
145
3
<0.1%
144
3
<0.1%
143
3
<0.1%
142
5
<0.1%
141
1
<0.1%
140
3
<0.1%
139
5
<0.1%
d1_mbp_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_mbp_noninvasive_max
0.97
d1_diasbp_max
0.82
d1_diasbp_noninvasive_max
0.82
d1_sysbp_max
0.74
d1_sysbp_noninvasive_max
0.74
h1_mbp_max
0.62
h1_mbp_noninvasive_max
0.62
h1_diasbp_max
0.55
map_apache
0.54
h1_diasbp_noninvasive_max
0.54
h1_sysbp_noninvasive_max
0.54
h1_sysbp_max
0.53
h1_mbp_min
0.44
h1_mbp_noninvasive_min
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_2_bodysystem
0.17
apache_3j_bodysystem
0.15
apache_post_operative
0.15
icu_admit_source
0.14
elective_surgery
0.14
icu_type
0.11
ethnicity
0.10
gcs_verbal_apache
0.05
intubated_apache
0.04
gcs_motor_apache
0.04
ventilated_apache
0.03
gcs_eyes_apache
0.02
hepatic_failure
0.02
diabetes_mellitus
0.02
MOST FREQUENT VALUES
102
2,162
2.4%
96
2,045
2.2%
98
2,040
2.2%
100
2,031
2.2%
97
1,989
2.2%
104
1,970
2.1%
103
1,970
2.1%
95
1,933
2.1%
94
1,925
2.1%
101
1,896
2.1%
93
1,856
2.0%
106
1,845
2.0%
105
1,829
2.0%
92
1,829
2.0%
99
1,822
2.0%
SMALLEST VALUES
60
431
0.5%
61
79
<0.1%
62
99
0.1%
63
121
0.1%
64
120
0.1%
65
146
0.2%
66
153
0.2%
67
216
0.2%
68
238
0.3%
69
279
0.3%
70
320
0.3%
71
366
0.4%
72
412
0.4%
73
453
0.5%
74
549
0.6%
LARGEST VALUES
184
436
0.5%
183
25
<0.1%
182
23
<0.1%
181
30
<0.1%
180
32
<0.1%
179
24
<0.1%
178
34
<0.1%
177
27
<0.1%
176
30
<0.1%
175
35
<0.1%
174
38
<0.1%
173
36
<0.1%
172
37
<0.1%
171
46
<0.1%
170
50
<0.1%
d1_mbp_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_mbp_noninvasive_min
0.99
d1_diasbp_min
0.85
d1_diasbp_noninvasive_min
0.85
d1_sysbp_min
0.79
d1_sysbp_noninvasive_min
0.79
h1_mbp_noninvasive_min
0.62
h1_mbp_min
0.62
h1_diasbp_noninvasive_min
0.55
h1_diasbp_min
0.55
h1_sysbp_min
0.51
h1_sysbp_noninvasive_min
0.51
h1_mbp_noninvasive_max
0.42
h1_mbp_max
0.41
map_apache
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.20
hospital_death
0.19
ventilated_apache
0.18
gcs_verbal_apache
0.15
intubated_apache
0.14
gcs_eyes_apache
0.14
apache_2_bodysystem
0.13
gcs_motor_apache
0.13
ethnicity
0.11
gender
0.09
icu_stay_type
0.08
icu_admit_source
0.07
icu_type
0.06
hepatic_failure
0.04
MOST FREQUENT VALUES
64
2,795
3.0%
60
2,649
2.9%
61
2,578
2.8%
62
2,549
2.8%
59
2,548
2.8%
63
2,541
2.8%
65
2,525
2.8%
67
2,435
2.7%
58
2,407
2.6%
56
2,399
2.6%
57
2,363
2.6%
66
2,329
2.5%
68
2,279
2.5%
55
2,234
2.4%
69
2,148
2.3%
SMALLEST VALUES
22
542
0.6%
23
107
0.1%
24
97
0.1%
25
114
0.1%
26
120
0.1%
27
131
0.1%
28
143
0.2%
29
135
0.1%
30
171
0.2%
31
172
0.2%
32
196
0.2%
33
198
0.2%
34
263
0.3%
35
265
0.3%
36
299
0.3%
LARGEST VALUES
112
508
0.6%
111
78
<0.1%
110
72
<0.1%
109
75
<0.1%
108
90
<0.1%
107
110
0.1%
106
116
0.1%
105
130
0.1%
104
150
0.2%
103
159
0.2%
102
191
0.2%
101
202
0.2%
100
229
0.2%
99
211
0.2%
98
275
0.3%
d1_mbp_noninvasive_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_mbp_max
0.97
d1_diasbp_noninvasive_max
0.83
d1_diasbp_max
0.83
d1_sysbp_noninvasive_max
0.75
d1_sysbp_max
0.74
h1_mbp_noninvasive_max
0.63
h1_mbp_max
0.62
h1_diasbp_max
0.55
h1_diasbp_noninvasive_max
0.55
map_apache
0.54
h1_sysbp_noninvasive_max
0.54
h1_sysbp_max
0.53
h1_mbp_min
0.44
h1_mbp_noninvasive_min
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_2_bodysystem
0.17
apache_post_operative
0.15
apache_3j_bodysystem
0.15
icu_admit_source
0.15
elective_surgery
0.15
icu_type
0.12
ethnicity
0.10
gcs_verbal_apache
0.05
intubated_apache
0.05
gcs_motor_apache
0.04
ventilated_apache
0.03
arf_apache
0.02
gcs_eyes_apache
0.02
diabetes_mellitus
0.02
MOST FREQUENT VALUES
102
3,373
3.7%
96
2,008
2.2%
98
1,994
2.2%
100
1,983
2.2%
97
1,963
2.1%
103
1,953
2.1%
104
1,936
2.1%
95
1,903
2.1%
101
1,876
2.0%
94
1,871
2.0%
93
1,833
2.0%
105
1,812
2.0%
106
1,810
2.0%
99
1,800
2.0%
92
1,783
1.9%
SMALLEST VALUES
60
450
0.5%
61
77
<0.1%
62
100
0.1%
63
120
0.1%
64
118
0.1%
65
149
0.2%
66
157
0.2%
67
222
0.2%
68
238
0.3%
69
282
0.3%
70
322
0.4%
71
361
0.4%
72
408
0.4%
73
452
0.5%
74
542
0.6%
LARGEST VALUES
181
434
0.5%
180
30
<0.1%
179
23
<0.1%
178
33
<0.1%
177
26
<0.1%
176
30
<0.1%
175
35
<0.1%
174
37
<0.1%
173
36
<0.1%
172
34
<0.1%
171
46
<0.1%
170
46
<0.1%
169
56
<0.1%
168
63
<0.1%
167
75
<0.1%
d1_mbp_noninvasive_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_mbp_min
0.99
d1_diasbp_noninvasive_min
0.86
d1_diasbp_min
0.85
d1_sysbp_noninvasive_min
0.80
d1_sysbp_min
0.79
h1_mbp_noninvasive_min
0.62
h1_mbp_min
0.61
h1_diasbp_noninvasive_min
0.55
h1_diasbp_min
0.54
h1_sysbp_noninvasive_min
0.52
h1_sysbp_min
0.51
h1_mbp_noninvasive_max
0.42
h1_mbp_max
0.41
map_apache
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.20
hospital_death
0.19
ventilated_apache
0.17
gcs_verbal_apache
0.15
gcs_eyes_apache
0.14
intubated_apache
0.14
apache_2_bodysystem
0.13
gcs_motor_apache
0.13
ethnicity
0.11
gender
0.09
icu_stay_type
0.08
icu_admit_source
0.07
icu_type
0.06
hepatic_failure
0.04
MOST FREQUENT VALUES
64
3,992
4.4%
60
2,562
2.8%
61
2,540
2.8%
63
2,511
2.7%
59
2,500
2.7%
65
2,497
2.7%
62
2,480
2.7%
67
2,417
2.6%
57
2,335
2.5%
58
2,323
2.5%
56
2,318
2.5%
66
2,292
2.5%
68
2,240
2.4%
55
2,204
2.4%
69
2,139
2.3%
SMALLEST VALUES
22
521
0.6%
23
106
0.1%
24
98
0.1%
25
112
0.1%
26
121
0.1%
27
130
0.1%
28
143
0.2%
29
137
0.1%
30
168
0.2%
31
172
0.2%
32
198
0.2%
33
197
0.2%
34
261
0.3%
35
265
0.3%
36
295
0.3%
LARGEST VALUES
112
493
0.5%
111
77
<0.1%
110
68
<0.1%
109
74
<0.1%
108
92
0.1%
107
109
0.1%
106
115
0.1%
105
130
0.1%
104
150
0.2%
103
158
0.2%
102
187
0.2%
101
201
0.2%
100
225
0.2%
99
211
0.2%
98
273
0.3%
d1_resprate_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
resprate_apache
0.57
h1_resprate_max
0.56
h1_resprate_min
0.27
d1_heartrate_max
0.25
h1_heartrate_max
0.18
d1_spo2_min
-0.18
d1_mbp_noninvasive_max
0.17
d1_mbp_max
0.17
heart_rate_apache
0.17
d1_sysbp_min
-0.14
d1_sysbp_noninvasive_min
-0.14
h1_heartrate_min
0.13
d1_temp_max
0.12
apache_4a_hospital_death_prob
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.14
hospital_death
0.10
apache_2_bodysystem
0.10
ventilated_apache
0.09
icu_admit_source
0.09
apache_post_operative
0.07
elective_surgery
0.06
icu_type
0.06
gcs_verbal_apache
0.05
icu_stay_type
0.05
gcs_motor_apache
0.05
gcs_eyes_apache
0.04
ethnicity
0.04
intubated_apache
0.03
MOST FREQUENT VALUES
24
6,273
6.8%
26
5,665
6.2%
22
5,631
6.1%
20
5,469
6.0%
25
5,330
5.8%
23
5,273
5.7%
28
4,946
5.4%
27
4,552
5.0%
21
4,166
4.5%
30
4,026
4.4%
29
3,887
4.2%
31
2,908
3.2%
32
2,841
3.1%
18
2,712
3.0%
19
2,462
2.7%
SMALLEST VALUES
14
802
0.9%
15
468
0.5%
16
1,069
1.2%
17
1,143
1.2%
18
2,712
3.0%
19
2,462
2.7%
20
5,469
6.0%
21
4,166
4.5%
22
5,631
6.1%
23
5,273
5.7%
24
6,273
6.8%
25
5,330
5.8%
26
5,665
6.2%
27
4,552
5.0%
28
4,946
5.4%
LARGEST VALUES
92
484
0.5%
91
22
<0.1%
90
19
<0.1%
89
13
<0.1%
88
27
<0.1%
87
15
<0.1%
86
24
<0.1%
85
27
<0.1%
84
27
<0.1%
83
27
<0.1%
82
22
<0.1%
81
30
<0.1%
80
26
<0.1%
79
31
<0.1%
78
29
<0.1%
d1_resprate_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_resprate_min
0.51
resprate_apache
0.31
d1_heartrate_min
0.26
h1_resprate_max
0.23
h1_heartrate_min
0.18
d1_spo2_max
-0.17
d1_sysbp_min
0.15
d1_mbp_min
0.15
d1_sysbp_noninvasive_min
0.15
d1_mbp_noninvasive_min
0.15
apache_3j_diagnosis
-0.14
d1_diasbp_min
0.14
d1_diasbp_noninvasive_min
0.13
h1_spo2_max
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
icu_admit_source
0.18
apache_post_operative
0.18
elective_surgery
0.17
apache_3j_bodysystem
0.16
icu_type
0.15
apache_2_bodysystem
0.14
intubated_apache
0.09
gcs_verbal_apache
0.09
ventilated_apache
0.08
gcs_eyes_apache
0.07
gcs_motor_apache
0.07
ethnicity
0.05
gender
0.04
diabetes_mellitus
0.03
MOST FREQUENT VALUES
12
10,962
12.0%
14
9,142
10.0%
13
7,997
8.7%
16
7,711
8.4%
10
7,423
8.1%
11
7,385
8.1%
15
6,586
7.2%
9
4,508
4.9%
18
4,168
4.5%
17
3,763
4.1%
0
3,673
4.0%
8
3,628
4.0%
20
2,296
2.5%
7
2,105
2.3%
19
2,046
2.2%
SMALLEST VALUES
0
3,673
4.0%
1
220
0.2%
2
291
0.3%
3
332
0.4%
4
598
0.7%
5
813
0.9%
6
1,413
1.5%
7
2,105
2.3%
8
3,628
4.0%
9
4,508
4.9%
10
7,423
8.1%
11
7,385
8.1%
12
10,962
12.0%
13
7,997
8.7%
14
9,142
10.0%
LARGEST VALUES
100
1
<0.1%
96
1
<0.1%
72
1
<0.1%
69
1
<0.1%
66
1
<0.1%
58
2
<0.1%
53
1
<0.1%
48
2
<0.1%
46
2
<0.1%
45
2
<0.1%
44
5
<0.1%
43
2
<0.1%
42
5
<0.1%
41
5
<0.1%
40
9
<0.1%
d1_spo2_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_spo2_max
0.44
h1_spo2_min
0.20
d1_resprate_min
-0.17
d1_mbp_min
-0.14
d1_mbp_noninvasive_min
-0.14
d1_diasbp_min
-0.13
d1_sysbp_min
-0.13
d1_sysbp_noninvasive_min
-0.13
d1_diasbp_noninvasive_min
-0.13
d1_spo2_min
0.10
d1_temp_max
0.09
h1_resprate_min
-0.08
h1_mbp_min
-0.08
h1_mbp_noninvasive_min
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ventilated_apache
0.13
gcs_verbal_apache
0.12
intubated_apache
0.11
gcs_eyes_apache
0.10
gcs_motor_apache
0.09
ethnicity
0.08
apache_2_bodysystem
0.07
icu_admit_source
0.06
apache_post_operative
0.06
icu_type
0.05
elective_surgery
0.05
apache_3j_bodysystem
0.04
icu_stay_type
0.03
arf_apache
0.03
MOST FREQUENT VALUES
100
60,759
66.2%
99
13,118
14.3%
98
8,574
9.3%
97
4,628
5.0%
96
2,478
2.7%
95
1,075
1.2%
94
486
0.5%
93
236
0.3%
92
128
0.1%
91
50
<0.1%
90
37
<0.1%
89
25
<0.1%
88
18
<0.1%
87
11
<0.1%
82
8
<0.1%
SMALLEST VALUES
0
6
<0.1%
13
1
<0.1%
16
2
<0.1%
26
1
<0.1%
31
1
<0.1%
40
1
<0.1%
56
2
<0.1%
60
1
<0.1%
62
1
<0.1%
64
3
<0.1%
65
1
<0.1%
67
3
<0.1%
68
1
<0.1%
70
2
<0.1%
71
1
<0.1%
LARGEST VALUES
100
60,759
66.2%
99
13,118
14.3%
98
8,574
9.3%
97
4,628
5.0%
96
2,478
2.7%
95
1,075
1.2%
94
486
0.5%
93
236
0.3%
92
128
0.1%
91
50
<0.1%
90
37
<0.1%
89
25
<0.1%
88
18
<0.1%
87
11
<0.1%
86
6
<0.1%
d1_spo2_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_spo2_min
0.52
h1_spo2_max
0.24
d1_sysbp_min
0.23
d1_sysbp_noninvasive_min
0.22
d1_mbp_min
0.21
d1_mbp_noninvasive_min
0.21
d1_diasbp_min
0.20
d1_diasbp_noninvasive_min
0.20
d1_resprate_max
-0.18
d1_heartrate_max
-0.17
h1_sysbp_min
0.14
h1_sysbp_noninvasive_min
0.14
h1_mbp_min
0.13
apache_4a_hospital_death_prob
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
hospital_death
0.21
apache_3j_bodysystem
0.12
ventilated_apache
0.12
apache_2_bodysystem
0.11
gcs_motor_apache
0.10
gcs_eyes_apache
0.09
gcs_verbal_apache
0.08
icu_admit_source
0.07
ethnicity
0.07
intubated_apache
0.06
icu_type
0.05
elective_surgery
0.04
apache_post_operative
0.03
arf_apache
0.03
MOST FREQUENT VALUES
92
9,040
9.9%
94
8,744
9.5%
93
8,661
9.4%
95
7,991
8.7%
91
7,243
7.9%
96
6,743
7.4%
90
6,617
7.2%
97
5,321
5.8%
89
4,059
4.4%
98
3,775
4.1%
88
3,214
3.5%
99
2,299
2.5%
87
2,168
2.4%
100
2,033
2.2%
86
1,888
2.1%
SMALLEST VALUES
0
152
0.2%
1
14
<0.1%
2
30
<0.1%
3
12
<0.1%
4
12
<0.1%
5
13
<0.1%
6
13
<0.1%
7
7
<0.1%
8
11
<0.1%
9
32
<0.1%
10
49
<0.1%
11
8
<0.1%
12
19
<0.1%
13
7
<0.1%
14
12
<0.1%
LARGEST VALUES
100
2,033
2.2%
99
2,299
2.5%
98
3,775
4.1%
97
5,321
5.8%
96
6,743
7.4%
95
7,991
8.7%
94
8,744
9.5%
93
8,661
9.4%
92
9,040
9.9%
91
7,243
7.9%
90
6,617
7.2%
89
4,059
4.4%
88
3,214
3.5%
87
2,168
2.4%
86
1,888
2.1%
d1_sysbp_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_sysbp_noninvasive_max
0.99
d1_mbp_max
0.74
d1_mbp_noninvasive_max
0.74
h1_sysbp_noninvasive_max
0.71
h1_sysbp_max
0.70
d1_diasbp_max
0.61
d1_diasbp_noninvasive_max
0.61
h1_mbp_noninvasive_max
0.55
h1_mbp_max
0.54
h1_sysbp_min
0.52
h1_sysbp_noninvasive_min
0.52
map_apache
0.47
h1_diasbp_max
0.45
h1_diasbp_noninvasive_max
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.18
apache_2_bodysystem
0.18
icu_type
0.12
apache_post_operative
0.10
elective_surgery
0.10
icu_admit_source
0.09
ethnicity
0.09
diabetes_mellitus
0.07
arf_apache
0.05
gcs_verbal_apache
0.04
gcs_motor_apache
0.03
hospital_death
0.03
intubated_apache
0.03
gcs_eyes_apache
0.02
MOST FREQUENT VALUES
146
1,649
1.8%
140
1,610
1.8%
135
1,512
1.6%
134
1,484
1.6%
144
1,481
1.6%
139
1,480
1.6%
138
1,467
1.6%
137
1,459
1.6%
147
1,450
1.6%
142
1,449
1.6%
145
1,445
1.6%
143
1,434
1.6%
133
1,429
1.6%
141
1,416
1.5%
150
1,416
1.5%
SMALLEST VALUES
90
435
0.5%
91
55
<0.1%
92
71
<0.1%
93
60
<0.1%
94
74
<0.1%
95
103
0.1%
96
107
0.1%
97
107
0.1%
98
129
0.1%
99
151
0.2%
100
170
0.2%
101
184
0.2%
102
214
0.2%
103
248
0.3%
104
269
0.3%
LARGEST VALUES
232
446
0.5%
231
24
<0.1%
230
40
<0.1%
229
25
<0.1%
228
38
<0.1%
227
30
<0.1%
226
50
<0.1%
225
41
<0.1%
224
51
<0.1%
223
51
<0.1%
222
59
<0.1%
221
63
<0.1%
220
68
<0.1%
219
72
<0.1%
218
52
<0.1%
d1_sysbp_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_sysbp_noninvasive_min
0.99
d1_mbp_min
0.79
d1_mbp_noninvasive_min
0.79
d1_diasbp_min
0.67
d1_diasbp_noninvasive_min
0.66
h1_sysbp_min
0.63
h1_sysbp_noninvasive_min
0.63
h1_mbp_noninvasive_min
0.55
h1_mbp_min
0.55
h1_diasbp_noninvasive_min
0.46
h1_diasbp_min
0.45
h1_sysbp_max
0.45
h1_sysbp_noninvasive_max
0.44
h1_mbp_noninvasive_max
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.23
hospital_death
0.21
ventilated_apache
0.21
gcs_verbal_apache
0.18
intubated_apache
0.17
gcs_eyes_apache
0.16
apache_2_bodysystem
0.16
gcs_motor_apache
0.16
ethnicity
0.08
icu_admit_source
0.07
icu_type
0.07
icu_stay_type
0.07
gender
0.04
hepatic_failure
0.03
MOST FREQUENT VALUES
90
2,177
2.4%
91
2,136
2.3%
92
2,095
2.3%
96
2,089
2.3%
93
1,990
2.2%
94
1,987
2.2%
95
1,925
2.1%
97
1,886
2.1%
98
1,815
2.0%
100
1,804
2.0%
99
1,787
1.9%
87
1,749
1.9%
86
1,743
1.9%
89
1,727
1.9%
103
1,670
1.8%
SMALLEST VALUES
41
500
0.5%
42
45
<0.1%
43
68
<0.1%
44
68
<0.1%
45
62
<0.1%
46
82
<0.1%
47
92
0.1%
48
105
0.1%
49
101
0.1%
50
123
0.1%
51
134
0.1%
52
149
0.2%
53
147
0.2%
54
168
0.2%
55
177
0.2%
LARGEST VALUES
160
439
0.5%
159
40
<0.1%
158
54
<0.1%
157
41
<0.1%
156
57
<0.1%
155
77
<0.1%
154
69
<0.1%
153
62
<0.1%
152
87
<0.1%
151
93
0.1%
150
95
0.1%
149
114
0.1%
148
111
0.1%
147
119
0.1%
146
153
0.2%
d1_sysbp_noninvasive_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_sysbp_max
0.99
d1_mbp_noninvasive_max
0.75
d1_mbp_max
0.74
h1_sysbp_noninvasive_max
0.71
h1_sysbp_max
0.70
d1_diasbp_noninvasive_max
0.61
d1_diasbp_max
0.61
h1_mbp_noninvasive_max
0.55
h1_mbp_max
0.54
h1_sysbp_min
0.52
h1_sysbp_noninvasive_min
0.52
map_apache
0.47
h1_diasbp_max
0.45
h1_diasbp_noninvasive_max
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_2_bodysystem
0.18
apache_3j_bodysystem
0.18
icu_type
0.12
apache_post_operative
0.10
elective_surgery
0.10
icu_admit_source
0.10
ethnicity
0.09
diabetes_mellitus
0.07
arf_apache
0.05
gcs_verbal_apache
0.04
gcs_motor_apache
0.03
intubated_apache
0.03
hospital_death
0.03
gcs_eyes_apache
0.02
MOST FREQUENT VALUES
140.0
1,576
1.7%
135.0
1,502
1.6%
146.0
1,476
1.6%
139.0
1,468
1.6%
144.0
1,462
1.6%
134.0
1,461
1.6%
137.0
1,453
1.6%
138.0
1,437
1.6%
147.0
1,437
1.6%
145.0
1,435
1.6%
142.0
1,429
1.6%
143.0
1,426
1.6%
133.0
1,421
1.5%
131.0
1,403
1.5%
136.0
1,401
1.5%
SMALLEST VALUES
90.0
452
0.5%
91.0
55
<0.1%
92.0
70
<0.1%
93.0
63
<0.1%
94.0
76
<0.1%
95.0
105
0.1%
96.0
112
0.1%
97.0
108
0.1%
98.0
131
0.1%
99.0
155
0.2%
100.0
173
0.2%
101.0
186
0.2%
102.0
215
0.2%
103.0
246
0.3%
104.0
269
0.3%
LARGEST VALUES
232.0
438
0.5%
231.0
24
<0.1%
230.0
39
<0.1%
229.0
24
<0.1%
228.0
38
<0.1%
227.0
30
<0.1%
226.0
50
<0.1%
225.0
41
<0.1%
224.0
49
<0.1%
223.0
51
<0.1%
222.0
59
<0.1%
221.0
62
<0.1%
220.0
67
<0.1%
219.0
72
<0.1%
218.0
52
<0.1%
d1_sysbp_noninvasive_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_sysbp_min
0.99
d1_mbp_noninvasive_min
0.80
d1_mbp_min
0.79
d1_diasbp_noninvasive_min
0.67
d1_diasbp_min
0.66
h1_sysbp_noninvasive_min
0.63
h1_sysbp_min
0.63
h1_mbp_noninvasive_min
0.55
h1_mbp_min
0.55
h1_diasbp_noninvasive_min
0.46
h1_diasbp_min
0.45
h1_sysbp_max
0.45
h1_sysbp_noninvasive_max
0.45
h1_mbp_noninvasive_max
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.23
hospital_death
0.21
ventilated_apache
0.20
gcs_verbal_apache
0.17
intubated_apache
0.16
apache_2_bodysystem
0.16
gcs_eyes_apache
0.16
gcs_motor_apache
0.16
ethnicity
0.08
icu_admit_source
0.08
icu_stay_type
0.07
icu_type
0.07
gender
0.04
elective_surgery
0.03
MOST FREQUENT VALUES
90.0
2,146
2.3%
91.0
2,119
2.3%
92.0
2,061
2.2%
93.0
1,967
2.1%
94.0
1,965
2.1%
95.0
1,922
2.1%
96.0
1,901
2.1%
97.0
1,868
2.0%
98.0
1,791
2.0%
100.0
1,786
1.9%
99.0
1,778
1.9%
87.0
1,729
1.9%
86.0
1,706
1.9%
89.0
1,704
1.9%
103.0
1,663
1.8%
SMALLEST VALUES
41.03
486
0.5%
42.0
46
<0.1%
43.0
68
<0.1%
44.0
69
<0.1%
45.0
61
<0.1%
46.0
81
<0.1%
47.0
91
<0.1%
48.0
105
0.1%
49.0
100
0.1%
50.0
115
0.1%
51.0
134
0.1%
52.0
148
0.2%
53.0
146
0.2%
54.0
164
0.2%
55.0
176
0.2%
LARGEST VALUES
160.0
437
0.5%
159.0
40
<0.1%
158.0
53
<0.1%
157.0
40
<0.1%
156.0
57
<0.1%
155.0
78
<0.1%
154.0
68
<0.1%
153.0
64
<0.1%
152.0
85
<0.1%
151.0
92
0.1%
150.0
96
0.1%
149.0
114
0.1%
148.0
109
0.1%
147.0
118
0.1%
146.0
153
0.2%
d1_temp_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
temp_apache
0.40
d1_heartrate_max
0.27
d1_temp_min
0.26
heart_rate_apache
0.23
h1_heartrate_max
0.22
h1_heartrate_min
0.20
d1_heartrate_min
0.18
apache_3j_diagnosis
0.13
d1_mbp_min
-0.12
d1_mbp_noninvasive_min
-0.12
d1_resprate_max
0.12
d1_sysbp_min
-0.11
d1_sysbp_noninvasive_min
-0.11
d1_diasbp_min
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ventilated_apache
0.21
gcs_verbal_apache
0.18
apache_3j_bodysystem
0.18
intubated_apache
0.16
gcs_eyes_apache
0.14
gcs_motor_apache
0.14
apache_2_bodysystem
0.12
icu_admit_source
0.10
apache_post_operative
0.09
elective_surgery
0.08
icu_type
0.08
icu_stay_type
0.04
gender
0.02
ethnicity
0.02
MOST FREQUENT VALUES
37.1
8,075
8.8%
36.9
7,563
8.2%
36.8
6,984
7.6%
37.2
6,951
7.6%
37.0
6,197
6.8%
36.7
5,123
5.6%
37.3
5,050
5.5%
37.4
4,246
4.6%
37.6
3,339
3.6%
36.6
3,186
3.5%
37.7
3,075
3.4%
37.8
2,684
2.9%
37.5
2,654
2.9%
37.284200643032136
2,324
2.5%
37.9
2,012
2.2%
SMALLEST VALUES
35.1
544
0.6%
35.111
1
<0.1%
35.2
38
<0.1%
35.278
1
<0.1%
35.3
33
<0.1%
35.389
1
<0.1%
35.4
47
<0.1%
35.44
2
<0.1%
35.5
43
<0.1%
35.6
110
0.1%
35.7
119
0.1%
35.722
1
<0.1%
35.8
159
0.2%
35.8362
2
<0.1%
35.9
184
0.2%
LARGEST VALUES
39.9
342
0.4%
39.89208
1
<0.1%
39.83652
1
<0.1%
39.83
1
<0.1%
39.8
100
0.1%
39.77
1
<0.1%
39.72
4
<0.1%
39.7
108
0.1%
39.66
5
<0.1%
39.61
6
<0.1%
39.6
157
0.2%
39.55
11
<0.1%
39.50316
3
<0.1%
39.5
212
0.2%
39.4476
3
<0.1%
d1_temp_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
temp_apache
0.77
d1_temp_max
0.26
apache_4a_icu_death_prob
-0.22
apache_4a_hospital_death_prob
-0.22
d1_heartrate_min
0.16
d1_sysbp_min
0.15
d1_sysbp_noninvasive_min
0.15
d1_potassium_max
-0.12
d1_mbp_min
0.12
d1_mbp_noninvasive_min
0.12
d1_diasbp_min
0.11
d1_diasbp_noninvasive_min
0.11
d1_resprate_min
0.11
d1_spo2_min
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gcs_motor_apache
0.25
gcs_eyes_apache
0.22
hospital_death
0.20
ventilated_apache
0.19
gcs_verbal_apache
0.18
intubated_apache
0.17
apache_3j_bodysystem
0.11
apache_2_bodysystem
0.10
icu_type
0.06
gcs_unable_apache
0.05
icu_admit_source
0.05
apache_post_operative
0.04
elective_surgery
0.03
arf_apache
0.02
MOST FREQUENT VALUES
36.4
10,559
11.5%
36.6
8,585
9.4%
36.3
7,942
8.7%
36.7
7,341
8.0%
36.5
6,486
7.1%
36.2
5,738
6.3%
36.1
5,502
6.0%
36.8
4,814
5.2%
36.0
3,420
3.7%
36.9
2,826
3.1%
35.9
2,748
3.0%
35.8
2,473
2.7%
36.26839055056483
2,324
2.5%
35.6
2,013
2.2%
35.7
1,743
1.9%
SMALLEST VALUES
31.889
527
0.6%
31.9
39
<0.1%
31.944
1
<0.1%
32.0
58
<0.1%
32.05
1
<0.1%
32.056
2
<0.1%
32.09
2
<0.1%
32.1
52
<0.1%
32.111
1
<0.1%
32.16
1
<0.1%
32.167
2
<0.1%
32.19
1
<0.1%
32.2
77
<0.1%
32.22
1
<0.1%
32.222
1
<0.1%
LARGEST VALUES
37.8
366
0.4%
37.77
3
<0.1%
37.72
1
<0.1%
37.7
181
0.2%
37.66968
1
<0.1%
37.66
3
<0.1%
37.611
1
<0.1%
37.61
5
<0.1%
37.6
243
0.3%
37.55856
1
<0.1%
37.55
3
<0.1%
37.5
238
0.3%
37.44744
1
<0.1%
37.44444444
1
<0.1%
37.44
9
<0.1%
h1_diasbp_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_diasbp_noninvasive_max
0.97
h1_mbp_max
0.84
h1_mbp_noninvasive_max
0.83
h1_sysbp_noninvasive_max
0.64
h1_sysbp_max
0.64
h1_diasbp_min
0.63
h1_diasbp_noninvasive_min
0.61
d1_diasbp_max
0.60
d1_diasbp_noninvasive_max
0.59
h1_mbp_min
0.57
h1_mbp_noninvasive_min
0.56
d1_mbp_noninvasive_max
0.55
d1_mbp_max
0.55
d1_sysbp_noninvasive_max
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.19
apache_2_bodysystem
0.18
icu_admit_source
0.13
elective_surgery
0.13
apache_post_operative
0.13
icu_type
0.12
ethnicity
0.10
gender
0.06
diabetes_mellitus
0.04
icu_stay_type
0.04
gcs_motor_apache
0.03
gcs_eyes_apache
0.03
hospital_death
0.03
hepatic_failure
0.02
MOST FREQUENT VALUES
74
5,742
6.3%
68
2,132
2.3%
70
2,096
2.3%
72
2,036
2.2%
66
2,016
2.2%
65
1,963
2.1%
67
1,928
2.1%
62
1,919
2.1%
64
1,914
2.1%
71
1,903
2.1%
73
1,871
2.0%
75
1,863
2.0%
77
1,855
2.0%
76
1,854
2.0%
69
1,849
2.0%
SMALLEST VALUES
37
522
0.6%
38
138
0.2%
39
132
0.1%
40
177
0.2%
41
229
0.2%
42
233
0.3%
43
250
0.3%
44
407
0.4%
45
386
0.4%
46
454
0.5%
47
496
0.5%
48
678
0.7%
49
641
0.7%
50
844
0.9%
51
863
0.9%
LARGEST VALUES
143
419
0.5%
142
28
<0.1%
141
29
<0.1%
140
29
<0.1%
139
35
<0.1%
138
33
<0.1%
137
44
<0.1%
136
48
<0.1%
135
54
<0.1%
134
52
<0.1%
133
42
<0.1%
132
49
<0.1%
131
52
<0.1%
130
73
<0.1%
129
65
<0.1%
h1_diasbp_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_diasbp_noninvasive_min
0.96
h1_mbp_min
0.86
h1_mbp_noninvasive_min
0.85
h1_sysbp_min
0.68
h1_sysbp_noninvasive_min
0.67
h1_diasbp_max
0.63
h1_diasbp_noninvasive_max
0.61
h1_mbp_max
0.61
h1_mbp_noninvasive_max
0.61
d1_diasbp_min
0.60
d1_diasbp_noninvasive_min
0.60
d1_mbp_min
0.55
d1_mbp_noninvasive_min
0.54
h1_sysbp_noninvasive_max
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.22
apache_2_bodysystem
0.18
ethnicity
0.12
ventilated_apache
0.12
hospital_death
0.12
icu_admit_source
0.11
intubated_apache
0.10
icu_type
0.10
apache_post_operative
0.10
gcs_verbal_apache
0.10
gender
0.10
elective_surgery
0.10
gcs_eyes_apache
0.09
gcs_motor_apache
0.08
MOST FREQUENT VALUES
62
5,824
6.4%
58
2,404
2.6%
60
2,401
2.6%
55
2,319
2.5%
56
2,296
2.5%
59
2,240
2.4%
57
2,166
2.4%
63
2,122
2.3%
65
2,107
2.3%
61
2,077
2.3%
54
2,072
2.3%
64
2,050
2.2%
67
1,968
2.1%
50
1,960
2.1%
52
1,944
2.1%
SMALLEST VALUES
22
495
0.5%
23
70
<0.1%
24
78
<0.1%
25
96
0.1%
26
118
0.1%
27
123
0.1%
28
157
0.2%
29
191
0.2%
30
259
0.3%
31
225
0.2%
32
299
0.3%
33
314
0.3%
34
394
0.4%
35
462
0.5%
36
498
0.5%
LARGEST VALUES
113
453
0.5%
112
55
<0.1%
111
59
<0.1%
110
77
<0.1%
109
57
<0.1%
108
75
<0.1%
107
73
<0.1%
106
111
0.1%
105
84
<0.1%
104
117
0.1%
103
132
0.1%
102
107
0.1%
101
157
0.2%
100
181
0.2%
99
212
0.2%
h1_diasbp_noninvasive_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_diasbp_max
0.97
h1_mbp_noninvasive_max
0.85
h1_mbp_max
0.83
h1_sysbp_noninvasive_max
0.65
h1_sysbp_max
0.64
h1_diasbp_noninvasive_min
0.62
h1_diasbp_min
0.61
d1_diasbp_noninvasive_max
0.58
d1_diasbp_max
0.58
h1_mbp_noninvasive_min
0.57
h1_mbp_min
0.56
d1_mbp_noninvasive_max
0.55
d1_mbp_max
0.54
d1_sysbp_noninvasive_max
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.20
apache_2_bodysystem
0.16
icu_type
0.10
icu_admit_source
0.10
ethnicity
0.09
elective_surgery
0.09
apache_post_operative
0.09
gender
0.06
icu_stay_type
0.04
diabetes_mellitus
0.04
gcs_motor_apache
0.04
gcs_eyes_apache
0.03
hospital_death
0.03
gcs_verbal_apache
0.03
MOST FREQUENT VALUES
75.80593388096678
7,350
8.0%
74.0
2,021
2.2%
68.0
2,009
2.2%
70.0
1,981
2.2%
72.0
1,922
2.1%
65.0
1,872
2.0%
66.0
1,863
2.0%
67.0
1,843
2.0%
71.0
1,833
2.0%
73.0
1,807
2.0%
75.0
1,804
2.0%
77.0
1,803
2.0%
64.0
1,785
1.9%
69.0
1,775
1.9%
76.0
1,771
1.9%
SMALLEST VALUES
37.0
484
0.5%
38.0
126
0.1%
39.0
130
0.1%
40.0
155
0.2%
41.0
219
0.2%
42.0
213
0.2%
43.0
236
0.3%
44.0
362
0.4%
45.0
368
0.4%
46.0
408
0.4%
47.0
456
0.5%
48.0
594
0.6%
49.0
594
0.6%
50.0
761
0.8%
51.0
802
0.9%
LARGEST VALUES
144.0
381
0.4%
143.0
35
<0.1%
142.0
28
<0.1%
141.0
29
<0.1%
140.0
29
<0.1%
139.0
35
<0.1%
138.0
33
<0.1%
137.0
44
<0.1%
136.0
47
<0.1%
135.0
55
<0.1%
134.0
52
<0.1%
133.0
41
<0.1%
132.0
49
<0.1%
131.0
51
<0.1%
130.0
71
<0.1%
h1_diasbp_noninvasive_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_diasbp_min
0.96
h1_mbp_noninvasive_min
0.86
h1_mbp_min
0.85
h1_sysbp_noninvasive_min
0.68
h1_sysbp_min
0.67
h1_diasbp_noninvasive_max
0.62
h1_mbp_noninvasive_max
0.62
h1_diasbp_max
0.61
d1_diasbp_noninvasive_min
0.61
d1_diasbp_min
0.61
h1_mbp_max
0.60
d1_mbp_noninvasive_min
0.55
d1_mbp_min
0.55
h1_sysbp_noninvasive_max
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.23
apache_2_bodysystem
0.16
hospital_death
0.13
ethnicity
0.12
gender
0.10
ventilated_apache
0.10
gcs_verbal_apache
0.09
gcs_eyes_apache
0.08
intubated_apache
0.08
icu_admit_source
0.08
icu_type
0.07
gcs_motor_apache
0.07
diabetes_mellitus
0.06
apache_post_operative
0.05
MOST FREQUENT VALUES
63.270616265424415
7,350
8.0%
60.0
2,291
2.5%
58.0
2,265
2.5%
55.0
2,209
2.4%
56.0
2,175
2.4%
59.0
2,169
2.4%
62.0
2,102
2.3%
57.0
2,085
2.3%
65.0
2,053
2.2%
63.0
2,029
2.2%
61.0
2,012
2.2%
64.0
1,953
2.1%
67.0
1,922
2.1%
54.0
1,900
2.1%
66.0
1,879
2.0%
SMALLEST VALUES
22.0
482
0.5%
23.0
69
<0.1%
24.0
72
<0.1%
25.0
95
0.1%
26.0
115
0.1%
27.0
120
0.1%
28.0
146
0.2%
29.0
185
0.2%
30.0
239
0.3%
31.0
209
0.2%
32.0
282
0.3%
33.0
294
0.3%
34.0
365
0.4%
35.0
429
0.5%
36.0
441
0.5%
LARGEST VALUES
114.0
409
0.4%
113.0
38
<0.1%
112.0
56
<0.1%
111.0
59
<0.1%
110.0
76
<0.1%
109.0
57
<0.1%
108.0
77
<0.1%
107.0
74
<0.1%
106.0
112
0.1%
105.0
86
<0.1%
104.0
118
0.1%
103.0
133
0.1%
102.0
106
0.1%
101.0
158
0.2%
100.0
179
0.2%
h1_heartrate_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_heartrate_min
0.85
d1_heartrate_max
0.78
heart_rate_apache
0.71
d1_heartrate_min
0.54
h1_resprate_max
0.31
h1_resprate_min
0.23
d1_temp_max
0.22
d1_resprate_max
0.18
d1_sysbp_min
-0.17
d1_sysbp_noninvasive_min
-0.17
h1_diasbp_max
0.16
resprate_apache
0.16
age
-0.16
h1_diasbp_noninvasive_max
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.25
apache_2_bodysystem
0.15
icu_admit_source
0.12
ventilated_apache
0.12
icu_type
0.12
hospital_death
0.11
elective_surgery
0.11
gcs_verbal_apache
0.11
gcs_motor_apache
0.10
apache_post_operative
0.10
gcs_eyes_apache
0.09
intubated_apache
0.08
immunosuppression
0.05
icu_stay_type
0.04
MOST FREQUENT VALUES
90
4,719
5.1%
80
2,305
2.5%
88
1,895
2.1%
86
1,876
2.0%
84
1,851
2.0%
82
1,850
2.0%
92
1,787
1.9%
96
1,749
1.9%
94
1,640
1.8%
76
1,635
1.8%
78
1,595
1.7%
98
1,590
1.7%
100
1,555
1.7%
87
1,545
1.7%
72
1,506
1.6%
SMALLEST VALUES
46
557
0.6%
47
76
<0.1%
48
92
0.1%
49
90
<0.1%
50
164
0.2%
51
149
0.2%
52
203
0.2%
53
179
0.2%
54
256
0.3%
55
226
0.2%
56
403
0.4%
57
306
0.3%
58
478
0.5%
59
410
0.4%
60
878
1.0%
LARGEST VALUES
164
409
0.4%
163
37
<0.1%
162
46
<0.1%
161
40
<0.1%
160
58
<0.1%
159
39
<0.1%
158
55
<0.1%
157
39
<0.1%
156
65
<0.1%
155
54
<0.1%
154
80
<0.1%
153
59
<0.1%
152
76
<0.1%
151
60
<0.1%
150
115
0.1%
h1_heartrate_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_heartrate_max
0.85
heart_rate_apache
0.68
d1_heartrate_max
0.67
d1_heartrate_min
0.66
h1_resprate_min
0.31
h1_resprate_max
0.23
d1_temp_max
0.20
d1_resprate_min
0.18
resprate_apache
0.17
age
-0.16
temp_apache
0.14
apache_2_diagnosis
-0.14
d1_glucose_max
0.13
d1_resprate_max
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.28
apache_2_bodysystem
0.17
icu_type
0.15
icu_admit_source
0.13
elective_surgery
0.13
apache_post_operative
0.12
hospital_death
0.09
ventilated_apache
0.08
gcs_verbal_apache
0.07
gcs_motor_apache
0.07
immunosuppression
0.05
gcs_eyes_apache
0.05
icu_stay_type
0.04
intubated_apache
0.04
MOST FREQUENT VALUES
82
4,664
5.1%
80
2,485
2.7%
70
2,127
2.3%
84
1,914
2.1%
74
1,882
2.1%
78
1,875
2.0%
76
1,823
2.0%
72
1,819
2.0%
90
1,801
2.0%
60
1,795
2.0%
68
1,788
1.9%
86
1,692
1.8%
88
1,690
1.8%
79
1,560
1.7%
75
1,553
1.7%
SMALLEST VALUES
36
571
0.6%
37
58
<0.1%
38
72
<0.1%
39
60
<0.1%
40
103
0.1%
41
94
0.1%
42
123
0.1%
43
102
0.1%
44
159
0.2%
45
138
0.2%
46
215
0.2%
47
199
0.2%
48
293
0.3%
49
252
0.3%
50
449
0.5%
LARGEST VALUES
144
456
0.5%
143
41
<0.1%
142
61
<0.1%
141
51
<0.1%
140
101
0.1%
139
73
<0.1%
138
98
0.1%
137
95
0.1%
136
115
0.1%
135
100
0.1%
134
137
0.1%
133
123
0.1%
132
156
0.2%
131
128
0.1%
130
201
0.2%
h1_mbp_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_mbp_noninvasive_max
0.96
h1_diasbp_max
0.84
h1_diasbp_noninvasive_max
0.83
h1_sysbp_max
0.78
h1_sysbp_noninvasive_max
0.77
h1_mbp_min
0.70
h1_mbp_noninvasive_min
0.69
d1_mbp_max
0.62
d1_mbp_noninvasive_max
0.62
h1_diasbp_min
0.61
h1_diasbp_noninvasive_min
0.60
h1_sysbp_min
0.59
h1_sysbp_noninvasive_min
0.58
d1_sysbp_noninvasive_max
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.21
apache_2_bodysystem
0.17
ethnicity
0.10
icu_type
0.09
icu_admit_source
0.08
apache_post_operative
0.06
elective_surgery
0.06
hospital_death
0.06
icu_stay_type
0.05
gender
0.04
intubated_apache
0.03
hepatic_failure
0.03
ventilated_apache
0.03
gcs_eyes_apache
0.03
MOST FREQUENT VALUES
90
6,392
7.0%
88
1,859
2.0%
86
1,789
2.0%
85
1,785
1.9%
87
1,758
1.9%
92
1,750
1.9%
84
1,747
1.9%
83
1,731
1.9%
80
1,731
1.9%
78
1,726
1.9%
82
1,722
1.9%
79
1,721
1.9%
91
1,714
1.9%
89
1,703
1.9%
93
1,702
1.9%
SMALLEST VALUES
49
499
0.5%
50
106
0.1%
51
110
0.1%
52
153
0.2%
53
165
0.2%
54
202
0.2%
55
229
0.2%
56
265
0.3%
57
366
0.4%
58
395
0.4%
59
425
0.5%
60
546
0.6%
61
540
0.6%
62
645
0.7%
63
701
0.8%
LARGEST VALUES
165
448
0.5%
164
21
<0.1%
163
34
<0.1%
162
22
<0.1%
161
35
<0.1%
160
26
<0.1%
159
36
<0.1%
158
39
<0.1%
157
38
<0.1%
156
33
<0.1%
155
57
<0.1%
154
46
<0.1%
153
46
<0.1%
152
60
<0.1%
151
73
<0.1%
h1_mbp_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_mbp_noninvasive_min
0.98
h1_diasbp_min
0.86
h1_diasbp_noninvasive_min
0.85
h1_sysbp_min
0.81
h1_sysbp_noninvasive_min
0.80
h1_mbp_max
0.70
h1_mbp_noninvasive_max
0.69
d1_mbp_min
0.62
d1_mbp_noninvasive_min
0.61
h1_sysbp_noninvasive_max
0.60
h1_sysbp_max
0.60
h1_diasbp_max
0.57
d1_diasbp_min
0.56
h1_diasbp_noninvasive_max
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.24
apache_2_bodysystem
0.18
ventilated_apache
0.16
hospital_death
0.14
intubated_apache
0.13
gcs_verbal_apache
0.12
ethnicity
0.12
gcs_eyes_apache
0.11
icu_type
0.11
gcs_motor_apache
0.10
icu_admit_source
0.10
apache_post_operative
0.07
elective_surgery
0.07
icu_stay_type
0.06
MOST FREQUENT VALUES
78
6,495
7.1%
80
1,976
2.2%
74
1,945
2.1%
73
1,882
2.1%
76
1,855
2.0%
79
1,836
2.0%
70
1,822
2.0%
77
1,783
1.9%
81
1,781
1.9%
75
1,768
1.9%
71
1,757
1.9%
72
1,749
1.9%
82
1,730
1.9%
68
1,730
1.9%
69
1,717
1.9%
SMALLEST VALUES
32
484
0.5%
33
55
<0.1%
34
75
<0.1%
35
66
<0.1%
36
101
0.1%
37
99
0.1%
38
115
0.1%
39
131
0.1%
40
140
0.2%
41
183
0.2%
42
191
0.2%
43
234
0.3%
44
275
0.3%
45
275
0.3%
46
321
0.4%
LARGEST VALUES
138
464
0.5%
137
46
<0.1%
136
54
<0.1%
135
65
<0.1%
134
56
<0.1%
133
47
<0.1%
132
63
<0.1%
131
81
<0.1%
130
96
0.1%
129
101
0.1%
128
80
<0.1%
127
118
0.1%
126
127
0.1%
125
119
0.1%
124
147
0.2%
h1_mbp_noninvasive_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_mbp_max
0.96
h1_diasbp_noninvasive_max
0.85
h1_diasbp_max
0.83
h1_sysbp_noninvasive_max
0.78
h1_sysbp_max
0.77
h1_mbp_noninvasive_min
0.71
h1_mbp_min
0.69
d1_mbp_noninvasive_max
0.63
d1_mbp_max
0.62
h1_diasbp_noninvasive_min
0.62
h1_diasbp_min
0.61
h1_sysbp_noninvasive_min
0.59
h1_sysbp_min
0.58
d1_sysbp_noninvasive_max
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.22
apache_2_bodysystem
0.17
ethnicity
0.10
icu_type
0.09
icu_admit_source
0.08
apache_post_operative
0.07
elective_surgery
0.06
hospital_death
0.06
icu_stay_type
0.05
gender
0.04
hepatic_failure
0.03
intubated_apache
0.03
ventilated_apache
0.03
gcs_eyes_apache
0.03
MOST FREQUENT VALUES
90
10,703
11.7%
88
1,740
1.9%
85
1,707
1.9%
86
1,670
1.8%
87
1,664
1.8%
79
1,647
1.8%
83
1,630
1.8%
93
1,627
1.8%
92
1,627
1.8%
91
1,624
1.8%
89
1,623
1.8%
84
1,606
1.8%
80
1,602
1.7%
78
1,592
1.7%
81
1,585
1.7%
SMALLEST VALUES
49
501
0.5%
50
100
0.1%
51
112
0.1%
52
147
0.2%
53
163
0.2%
54
198
0.2%
55
225
0.2%
56
260
0.3%
57
363
0.4%
58
389
0.4%
59
423
0.5%
60
538
0.6%
61
531
0.6%
62
618
0.7%
63
689
0.8%
LARGEST VALUES
163
399
0.4%
162
22
<0.1%
161
36
<0.1%
160
26
<0.1%
159
35
<0.1%
158
39
<0.1%
157
35
<0.1%
156
31
<0.1%
155
56
<0.1%
154
45
<0.1%
153
45
<0.1%
152
60
<0.1%
151
71
<0.1%
150
71
<0.1%
149
70
<0.1%
h1_mbp_noninvasive_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_mbp_min
0.98
h1_diasbp_noninvasive_min
0.86
h1_diasbp_min
0.85
h1_sysbp_noninvasive_min
0.81
h1_sysbp_min
0.80
h1_mbp_noninvasive_max
0.71
h1_mbp_max
0.69
d1_mbp_noninvasive_min
0.62
d1_mbp_min
0.62
h1_sysbp_noninvasive_max
0.61
h1_sysbp_max
0.60
h1_diasbp_noninvasive_max
0.57
d1_diasbp_noninvasive_min
0.57
d1_diasbp_min
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.24
apache_2_bodysystem
0.17
hospital_death
0.14
ventilated_apache
0.13
ethnicity
0.11
gcs_verbal_apache
0.11
intubated_apache
0.11
gcs_eyes_apache
0.10
gcs_motor_apache
0.09
icu_type
0.08
icu_admit_source
0.08
icu_stay_type
0.06
gender
0.06
apache_post_operative
0.04
MOST FREQUENT VALUES
79
10,834
11.8%
80
1,864
2.0%
74
1,791
2.0%
73
1,786
1.9%
78
1,740
1.9%
76
1,727
1.9%
77
1,724
1.9%
81
1,715
1.9%
75
1,709
1.9%
71
1,670
1.8%
70
1,668
1.8%
69
1,643
1.8%
82
1,632
1.8%
72
1,608
1.8%
83
1,607
1.8%
SMALLEST VALUES
32
463
0.5%
33
52
<0.1%
34
75
<0.1%
35
65
<0.1%
36
99
0.1%
37
97
0.1%
38
116
0.1%
39
130
0.1%
40
133
0.1%
41
182
0.2%
42
183
0.2%
43
226
0.2%
44
260
0.3%
45
263
0.3%
46
300
0.3%
LARGEST VALUES
138
457
0.5%
137
45
<0.1%
136
54
<0.1%
135
65
<0.1%
134
56
<0.1%
133
47
<0.1%
132
63
<0.1%
131
80
<0.1%
130
95
0.1%
129
101
0.1%
128
80
<0.1%
127
116
0.1%
126
125
0.1%
125
116
0.1%
124
146
0.2%
h1_resprate_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_resprate_max
0.56
h1_resprate_min
0.56
resprate_apache
0.48
h1_heartrate_max
0.31
d1_heartrate_max
0.25
d1_resprate_min
0.23
h1_heartrate_min
0.23
heart_rate_apache
0.20
h1_spo2_min
-0.17
apache_3j_diagnosis
-0.17
apache_2_diagnosis
-0.14
d1_spo2_min
-0.13
d1_mbp_noninvasive_max
0.12
d1_mbp_max
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.21
icu_admit_source
0.21
apache_post_operative
0.19
elective_surgery
0.19
apache_2_bodysystem
0.17
hospital_death
0.12
icu_type
0.11
gcs_verbal_apache
0.05
gcs_motor_apache
0.04
immunosuppression
0.04
ventilated_apache
0.04
icu_stay_type
0.04
gender
0.03
ethnicity
0.03
MOST FREQUENT VALUES
21
9,542
10.4%
20
7,998
8.7%
18
7,312
8.0%
16
5,684
6.2%
22
5,563
6.1%
19
5,103
5.6%
24
4,756
5.2%
23
4,283
4.7%
17
4,267
4.7%
25
3,513
3.8%
26
3,321
3.6%
15
3,131
3.4%
14
2,986
3.3%
28
2,787
3.0%
27
2,564
2.8%
SMALLEST VALUES
10
785
0.9%
11
421
0.5%
12
1,695
1.8%
13
1,313
1.4%
14
2,986
3.3%
15
3,131
3.4%
16
5,684
6.2%
17
4,267
4.7%
18
7,312
8.0%
19
5,103
5.6%
20
7,998
8.7%
21
9,542
10.4%
22
5,563
6.1%
23
4,283
4.7%
24
4,756
5.2%
LARGEST VALUES
59
442
0.5%
58
33
<0.1%
57
37
<0.1%
56
41
<0.1%
55
48
<0.1%
54
47
<0.1%
53
44
<0.1%
52
55
<0.1%
51
64
<0.1%
50
75
<0.1%
49
82
<0.1%
48
110
0.1%
47
123
0.1%
46
157
0.2%
45
163
0.2%
h1_resprate_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_resprate_max
0.56
d1_resprate_min
0.51
resprate_apache
0.38
h1_heartrate_min
0.31
d1_resprate_max
0.27
h1_heartrate_max
0.23
apache_3j_diagnosis
-0.20
d1_heartrate_min
0.20
heart_rate_apache
0.19
d1_heartrate_max
0.18
h1_spo2_max
-0.16
apache_2_diagnosis
-0.15
h1_diasbp_min
0.09
d1_spo2_max
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
icu_admit_source
0.26
apache_post_operative
0.25
elective_surgery
0.24
apache_3j_bodysystem
0.24
apache_2_bodysystem
0.19
icu_type
0.16
hospital_death
0.11
gcs_verbal_apache
0.07
ethnicity
0.05
intubated_apache
0.05
gcs_motor_apache
0.04
gender
0.03
icu_stay_type
0.03
immunosuppression
0.03
MOST FREQUENT VALUES
16
13,450
14.7%
14
7,855
8.6%
18
7,461
8.1%
12
6,724
7.3%
15
6,511
7.1%
20
5,853
6.4%
17
5,439
5.9%
13
4,733
5.2%
19
4,235
4.6%
22
3,187
3.5%
11
3,082
3.4%
21
3,043
3.3%
10
2,900
3.2%
24
2,364
2.6%
23
2,181
2.4%
SMALLEST VALUES
0
634
0.7%
1
41
<0.1%
2
38
<0.1%
3
58
<0.1%
4
100
0.1%
5
165
0.2%
6
321
0.4%
7
494
0.5%
8
923
1.0%
9
1,355
1.5%
10
2,900
3.2%
11
3,082
3.4%
12
6,724
7.3%
13
4,733
5.2%
14
7,855
8.6%
LARGEST VALUES
189
1
<0.1%
129
1
<0.1%
127
1
<0.1%
125
1
<0.1%
118
1
<0.1%
110
2
<0.1%
105
1
<0.1%
100
4
<0.1%
99
1
<0.1%
98
1
<0.1%
96
2
<0.1%
95
1
<0.1%
90
1
<0.1%
87
1
<0.1%
85
1
<0.1%
h1_spo2_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_spo2_min
0.48
d1_spo2_max
0.44
d1_spo2_min
0.24
h1_resprate_min
-0.16
d1_resprate_min
-0.11
apache_3j_diagnosis
0.09
h1_heartrate_min
-0.09
resprate_apache
-0.08
h1_resprate_max
-0.07
weight
-0.06
age
-0.06
d1_glucose_min
-0.06
bmi
-0.05
heart_rate_apache
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
icu_admit_source
0.10
apache_2_bodysystem
0.10
apache_post_operative
0.10
apache_3j_bodysystem
0.09
elective_surgery
0.09
gcs_verbal_apache
0.08
ventilated_apache
0.08
intubated_apache
0.07
ethnicity
0.07
icu_type
0.06
gcs_eyes_apache
0.06
gcs_motor_apache
0.05
hospital_death
0.05
arf_apache
0.02
MOST FREQUENT VALUES
100
36,146
39.4%
99
17,033
18.6%
98
11,409
12.4%
97
9,085
9.9%
96
6,697
7.3%
95
4,441
4.8%
94
2,789
3.0%
93
1,552
1.7%
92
984
1.1%
91
479
0.5%
90
309
0.3%
89
144
0.2%
88
118
0.1%
87
67
<0.1%
86
63
<0.1%
SMALLEST VALUES
0
12
<0.1%
2
2
<0.1%
10
2
<0.1%
12
1
<0.1%
13
1
<0.1%
15
2
<0.1%
16
2
<0.1%
18
1
<0.1%
19
1
<0.1%
21
1
<0.1%
24
1
<0.1%
25
3
<0.1%
26
1
<0.1%
27
2
<0.1%
28
3
<0.1%
LARGEST VALUES
100
36,146
39.4%
99
17,033
18.6%
98
11,409
12.4%
97
9,085
9.9%
96
6,697
7.3%
95
4,441
4.8%
94
2,789
3.0%
93
1,552
1.7%
92
984
1.1%
91
479
0.5%
90
309
0.3%
89
144
0.2%
88
118
0.1%
87
67
<0.1%
86
63
<0.1%
h1_spo2_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_spo2_min
0.52
h1_spo2_max
0.48
d1_spo2_max
0.20
h1_resprate_max
-0.17
h1_heartrate_max
-0.12
d1_sysbp_min
0.12
d1_sysbp_noninvasive_min
0.12
h1_sysbp_noninvasive_min
0.12
h1_sysbp_min
0.12
d1_resprate_max
-0.11
d1_heartrate_max
-0.11
h1_diasbp_noninvasive_min
0.10
h1_mbp_noninvasive_min
0.10
d1_mbp_noninvasive_min
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.11
hospital_death
0.11
apache_2_bodysystem
0.10
icu_admit_source
0.09
ethnicity
0.07
apache_post_operative
0.06
elective_surgery
0.06
icu_type
0.05
ventilated_apache
0.04
gcs_motor_apache
0.03
gcs_verbal_apache
0.03
gcs_eyes_apache
0.02
intubated_apache
0.01
arf_apache
0.01
MOST FREQUENT VALUES
100
14,357
15.7%
96
13,558
14.8%
97
9,787
10.7%
98
9,728
10.6%
99
8,745
9.5%
95
8,276
9.0%
94
6,675
7.3%
93
5,244
5.7%
92
3,919
4.3%
91
2,679
2.9%
90
2,046
2.2%
89
1,205
1.3%
88
934
1.0%
87
645
0.7%
86
513
0.6%
SMALLEST VALUES
0
62
<0.1%
1
4
<0.1%
2
13
<0.1%
3
3
<0.1%
4
4
<0.1%
5
3
<0.1%
6
4
<0.1%
8
4
<0.1%
9
7
<0.1%
10
12
<0.1%
11
1
<0.1%
12
2
<0.1%
13
1
<0.1%
14
3
<0.1%
15
6
<0.1%
LARGEST VALUES
100
14,357
15.7%
99
8,745
9.5%
98
9,728
10.6%
97
9,787
10.7%
96
13,558
14.8%
95
8,276
9.0%
94
6,675
7.3%
93
5,244
5.7%
92
3,919
4.3%
91
2,679
2.9%
90
2,046
2.2%
89
1,205
1.3%
88
934
1.0%
87
645
0.7%
86
513
0.6%
h1_sysbp_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_sysbp_noninvasive_max
0.98
h1_mbp_max
0.78
h1_mbp_noninvasive_max
0.77
h1_sysbp_min
0.73
h1_sysbp_noninvasive_min
0.73
d1_sysbp_max
0.70
d1_sysbp_noninvasive_max
0.70
h1_diasbp_max
0.64
h1_diasbp_noninvasive_max
0.64
h1_mbp_min
0.60
h1_mbp_noninvasive_min
0.60
d1_mbp_max
0.53
d1_mbp_noninvasive_max
0.53
h1_diasbp_noninvasive_min
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.24
apache_2_bodysystem
0.19
icu_type
0.11
ethnicity
0.07
hospital_death
0.07
icu_stay_type
0.05
icu_admit_source
0.05
diabetes_mellitus
0.04
intubated_apache
0.04
ventilated_apache
0.04
hepatic_failure
0.03
elective_surgery
0.03
arf_apache
0.03
cirrhosis
0.03
MOST FREQUENT VALUES
131
4,836
5.3%
124
1,358
1.5%
118
1,357
1.5%
122
1,326
1.4%
125
1,320
1.4%
128
1,303
1.4%
132
1,303
1.4%
140
1,297
1.4%
130
1,294
1.4%
119
1,293
1.4%
127
1,289
1.4%
123
1,269
1.4%
126
1,264
1.4%
129
1,256
1.4%
134
1,253
1.4%
SMALLEST VALUES
75
501
0.5%
76
62
<0.1%
77
68
<0.1%
78
87
<0.1%
79
84
<0.1%
80
127
0.1%
81
121
0.1%
82
166
0.2%
83
186
0.2%
84
186
0.2%
85
198
0.2%
86
252
0.3%
87
244
0.3%
88
243
0.3%
89
301
0.3%
LARGEST VALUES
223
419
0.5%
222
39
<0.1%
221
28
<0.1%
220
37
<0.1%
219
41
<0.1%
218
25
<0.1%
217
37
<0.1%
216
37
<0.1%
215
38
<0.1%
214
49
<0.1%
213
33
<0.1%
212
60
<0.1%
211
51
<0.1%
210
67
<0.1%
209
52
<0.1%
h1_sysbp_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_sysbp_noninvasive_min
0.97
h1_mbp_min
0.81
h1_mbp_noninvasive_min
0.80
h1_sysbp_max
0.73
h1_sysbp_noninvasive_max
0.73
h1_diasbp_min
0.68
h1_diasbp_noninvasive_min
0.67
d1_sysbp_min
0.63
d1_sysbp_noninvasive_min
0.63
h1_mbp_max
0.59
h1_mbp_noninvasive_max
0.58
d1_sysbp_noninvasive_max
0.52
d1_sysbp_max
0.52
d1_mbp_min
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.25
apache_2_bodysystem
0.20
ventilated_apache
0.17
hospital_death
0.14
intubated_apache
0.14
gcs_verbal_apache
0.13
gcs_eyes_apache
0.13
gcs_motor_apache
0.12
icu_type
0.10
ethnicity
0.09
icu_admit_source
0.07
icu_stay_type
0.05
apache_post_operative
0.04
elective_surgery
0.04
MOST FREQUENT VALUES
115
4,965
5.4%
110
1,422
1.6%
106
1,393
1.5%
112
1,365
1.5%
118
1,363
1.5%
114
1,354
1.5%
104
1,331
1.5%
102
1,329
1.4%
105
1,302
1.4%
113
1,296
1.4%
119
1,291
1.4%
111
1,287
1.4%
116
1,282
1.4%
117
1,278
1.4%
100
1,273
1.4%
SMALLEST VALUES
53
500
0.5%
54
57
<0.1%
55
61
<0.1%
56
65
<0.1%
57
74
<0.1%
58
85
<0.1%
59
74
<0.1%
60
106
0.1%
61
106
0.1%
62
147
0.2%
63
136
0.1%
64
170
0.2%
65
172
0.2%
66
191
0.2%
67
177
0.2%
LARGEST VALUES
194
482
0.5%
193
25
<0.1%
192
41
<0.1%
191
43
<0.1%
190
58
<0.1%
189
62
<0.1%
188
64
<0.1%
187
65
<0.1%
186
72
<0.1%
185
71
<0.1%
184
72
<0.1%
183
72
<0.1%
182
85
<0.1%
181
95
0.1%
180
93
0.1%
h1_sysbp_noninvasive_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_sysbp_max
0.98
h1_mbp_noninvasive_max
0.78
h1_mbp_max
0.77
h1_sysbp_noninvasive_min
0.74
h1_sysbp_min
0.73
d1_sysbp_noninvasive_max
0.71
d1_sysbp_max
0.71
h1_diasbp_noninvasive_max
0.65
h1_diasbp_max
0.64
h1_mbp_noninvasive_min
0.61
h1_mbp_min
0.60
d1_mbp_noninvasive_max
0.54
d1_mbp_max
0.54
h1_diasbp_noninvasive_min
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.24
apache_2_bodysystem
0.19
icu_type
0.11
ethnicity
0.07
hospital_death
0.07
icu_admit_source
0.06
icu_stay_type
0.05
elective_surgery
0.04
apache_post_operative
0.04
intubated_apache
0.04
diabetes_mellitus
0.04
ventilated_apache
0.04
hepatic_failure
0.03
arf_apache
0.03
MOST FREQUENT VALUES
130
8,549
9.3%
118
1,287
1.4%
119
1,270
1.4%
124
1,265
1.4%
125
1,254
1.4%
122
1,253
1.4%
127
1,243
1.4%
128
1,240
1.4%
140
1,227
1.3%
123
1,220
1.3%
117
1,219
1.3%
132
1,214
1.3%
115
1,202
1.3%
129
1,201
1.3%
121
1,184
1.3%
SMALLEST VALUES
75
490
0.5%
76
61
<0.1%
77
69
<0.1%
78
85
<0.1%
79
83
<0.1%
80
124
0.1%
81
123
0.1%
82
162
0.2%
83
180
0.2%
84
183
0.2%
85
202
0.2%
86
251
0.3%
87
248
0.3%
88
240
0.3%
89
305
0.3%
LARGEST VALUES
223
393
0.4%
222
37
<0.1%
221
26
<0.1%
220
35
<0.1%
219
41
<0.1%
218
23
<0.1%
217
37
<0.1%
216
37
<0.1%
215
38
<0.1%
214
48
<0.1%
213
29
<0.1%
212
59
<0.1%
211
52
<0.1%
210
64
<0.1%
209
51
<0.1%
h1_sysbp_noninvasive_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
h1_sysbp_min
0.97
h1_mbp_noninvasive_min
0.81
h1_mbp_min
0.80
h1_sysbp_noninvasive_max
0.74
h1_sysbp_max
0.73
h1_diasbp_noninvasive_min
0.68
h1_diasbp_min
0.67
d1_sysbp_noninvasive_min
0.63
d1_sysbp_min
0.63
h1_mbp_noninvasive_max
0.59
h1_mbp_max
0.58
d1_sysbp_noninvasive_max
0.52
d1_sysbp_max
0.52
d1_mbp_noninvasive_min
0.52

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.26
apache_2_bodysystem
0.19
ventilated_apache
0.15
hospital_death
0.14
intubated_apache
0.13
gcs_verbal_apache
0.12
gcs_eyes_apache
0.12
gcs_motor_apache
0.11
icu_type
0.09
ethnicity
0.08
icu_admit_source
0.07
icu_stay_type
0.05
hepatic_failure
0.03
cirrhosis
0.03
MOST FREQUENT VALUES
115
8,656
9.4%
110
1,335
1.5%
106
1,311
1.4%
118
1,298
1.4%
112
1,291
1.4%
114
1,281
1.4%
119
1,263
1.4%
104
1,258
1.4%
111
1,254
1.4%
102
1,254
1.4%
105
1,252
1.4%
113
1,246
1.4%
117
1,229
1.3%
121
1,228
1.3%
103
1,221
1.3%
SMALLEST VALUES
53
493
0.5%
54
54
<0.1%
55
60
<0.1%
56
65
<0.1%
57
74
<0.1%
58
82
<0.1%
59
73
<0.1%
60
102
0.1%
61
106
0.1%
62
145
0.2%
63
134
0.1%
64
161
0.2%
65
169
0.2%
66
189
0.2%
67
173
0.2%
LARGEST VALUES
195
447
0.5%
194
24
<0.1%
193
24
<0.1%
192
40
<0.1%
191
43
<0.1%
190
57
<0.1%
189
61
<0.1%
188
60
<0.1%
187
65
<0.1%
186
73
<0.1%
185
68
<0.1%
184
71
<0.1%
183
69
<0.1%
182
79
<0.1%
181
94
0.1%
d1_glucose_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_glucose_min
0.39
d1_potassium_max
0.18
h1_heartrate_min
0.13
h1_heartrate_max
0.12
d1_heartrate_max
0.11
apache_4a_hospital_death_prob
0.11
apache_4a_icu_death_prob
0.11
d1_temp_min
-0.11
heart_rate_apache
0.10
bmi
0.10
d1_heartrate_min
0.10
weight
0.09
temp_apache
-0.08
h1_resprate_min
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diabetes_mellitus
0.40
apache_3j_bodysystem
0.19
apache_2_bodysystem
0.19
ventilated_apache
0.10
intubated_apache
0.09
gcs_motor_apache
0.09
gcs_eyes_apache
0.08
gcs_verbal_apache
0.08
hospital_death
0.08
icu_type
0.06
ethnicity
0.04
arf_apache
0.03
icu_admit_source
0.03
gcs_unable_apache
0.01
MOST FREQUENT VALUES
150
6,350
6.9%
122
758
0.8%
112
746
0.8%
113
740
0.8%
107
726
0.8%
114
722
0.8%
110
718
0.8%
119
714
0.8%
128
707
0.8%
108
693
0.8%
111
691
0.8%
129
690
0.8%
109
690
0.8%
136
687
0.7%
118
686
0.7%
SMALLEST VALUES
73
447
0.5%
74
85
<0.1%
75
96
0.1%
76
93
0.1%
77
117
0.1%
78
117
0.1%
79
120
0.1%
80
170
0.2%
81
194
0.2%
82
242
0.3%
83
237
0.3%
84
264
0.3%
85
287
0.3%
86
348
0.4%
87
334
0.4%
LARGEST VALUES
611
423
0.5%
610
1
<0.1%
609
2
<0.1%
608
3
<0.1%
607
3
<0.1%
606
1
<0.1%
605
2
<0.1%
604
3
<0.1%
603
3
<0.1%
602
4
<0.1%
601
1
<0.1%
600
5
<0.1%
599
5
<0.1%
598
6
<0.1%
597
5
<0.1%
d1_glucose_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_glucose_max
0.39
weight
0.13
bmi
0.13
d1_potassium_min
0.09
d1_spo2_max
-0.07
d1_sysbp_noninvasive_max
0.07
d1_sysbp_max
0.07
h1_heartrate_min
0.07
age
0.07
h1_heartrate_max
0.06
d1_sysbp_min
0.06
heart_rate_apache
0.06
d1_sysbp_noninvasive_min
0.06
h1_sysbp_noninvasive_max
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diabetes_mellitus
0.14
apache_2_bodysystem
0.13
apache_3j_bodysystem
0.12
icu_type
0.07
gcs_verbal_apache
0.06
arf_apache
0.05
gcs_motor_apache
0.04
gcs_eyes_apache
0.04
intubated_apache
0.04
hospital_death
0.03
ethnicity
0.02
icu_admit_source
0.02
icu_stay_type
0.01
hepatic_failure
0.01
MOST FREQUENT VALUES
107
6,996
7.6%
97
1,354
1.5%
96
1,351
1.5%
92
1,323
1.4%
95
1,318
1.4%
98
1,299
1.4%
102
1,290
1.4%
100
1,287
1.4%
104
1,261
1.4%
99
1,256
1.4%
94
1,247
1.4%
106
1,243
1.4%
103
1,242
1.4%
91
1,241
1.4%
93
1,240
1.4%
SMALLEST VALUES
33
470
0.5%
34
36
<0.1%
35
40
<0.1%
36
47
<0.1%
37
32
<0.1%
38
57
<0.1%
39
53
<0.1%
40
53
<0.1%
41
60
<0.1%
42
77
<0.1%
43
58
<0.1%
44
57
<0.1%
45
77
<0.1%
46
71
<0.1%
47
87
<0.1%
LARGEST VALUES
288
423
0.5%
287
10
<0.1%
286
11
<0.1%
285
12
<0.1%
284
6
<0.1%
283
11
<0.1%
282
12
<0.1%
281
18
<0.1%
280
9
<0.1%
279
11
<0.1%
278
8
<0.1%
277
12
<0.1%
276
11
<0.1%
275
14
<0.1%
274
17
<0.1%
d1_potassium_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_potassium_min
0.64
d1_glucose_max
0.18
d1_mbp_min
-0.14
d1_diasbp_min
-0.14
d1_diasbp_noninvasive_min
-0.13
d1_mbp_noninvasive_min
-0.13
d1_sysbp_min
-0.13
d1_sysbp_noninvasive_min
-0.13
h1_diasbp_min
-0.13
d1_temp_min
-0.12
h1_mbp_min
-0.12
h1_diasbp_noninvasive_min
-0.12
h1_mbp_noninvasive_min
-0.12
h1_sysbp_min
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_2_bodysystem
0.16
apache_3j_bodysystem
0.15
ventilated_apache
0.15
intubated_apache
0.12
icu_type
0.11
hospital_death
0.11
apache_post_operative
0.10
icu_admit_source
0.10
elective_surgery
0.09
diabetes_mellitus
0.09
arf_apache
0.09
gender
0.08
gcs_verbal_apache
0.08
gcs_motor_apache
0.08
MOST FREQUENT VALUES
4.251594462302727
9,585
10.5%
4.0
6,280
6.8%
4.1
6,266
6.8%
4.2
6,042
6.6%
3.9
5,767
6.3%
4.3
5,327
5.8%
3.8
5,298
5.8%
4.4
4,865
5.3%
3.7
4,225
4.6%
4.5
4,199
4.6%
3.6
3,623
4.0%
4.6
3,599
3.9%
4.7
2,932
3.2%
3.5
2,748
3.0%
4.8
2,418
2.6%
SMALLEST VALUES
2.8
501
0.5%
2.9
236
0.3%
3.0
401
0.4%
3.1
645
0.7%
3.2
1,031
1.1%
3.3
1,398
1.5%
3.4
2,011
2.2%
3.5
2,748
3.0%
3.55
1
<0.1%
3.6
3,623
4.0%
3.62
1
<0.1%
3.67
1
<0.1%
3.68
1
<0.1%
3.7
4,225
4.6%
3.74
1
<0.1%
LARGEST VALUES
7.0
374
0.4%
6.9
78
<0.1%
6.8
94
0.1%
6.7
115
0.1%
6.6
94
0.1%
6.58
1
<0.1%
6.55
1
<0.1%
6.53
2
<0.1%
6.5
139
0.2%
6.4
169
0.2%
6.3
194
0.2%
6.26
1
<0.1%
6.2
222
0.2%
6.1
279
0.3%
6.01
1
<0.1%
d1_potassium_min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
d1_potassium_max
0.64
weight
0.11
age
0.10
d1_glucose_min
0.09
bmi
0.09
d1_temp_max
-0.08
h1_heartrate_max
-0.07
d1_heartrate_max
-0.07
heart_rate_apache
-0.07
h1_heartrate_min
-0.07
h1_diasbp_noninvasive_min
-0.06
d1_diasbp_noninvasive_min
-0.06
d1_diasbp_min
-0.06
height
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
0.16
apache_2_bodysystem
0.15
gender
0.09
gcs_verbal_apache
0.08
gcs_motor_apache
0.08
gcs_eyes_apache
0.08
arf_apache
0.07
intubated_apache
0.07
diabetes_mellitus
0.03
icu_admit_source
0.03
elective_surgery
0.03
ventilated_apache
0.03
icu_type
0.03
ethnicity
0.03
MOST FREQUENT VALUES
3.934658338203778
9,585
10.5%
3.9
6,364
6.9%
3.8
6,312
6.9%
4.0
6,130
6.7%
3.7
5,833
6.4%
4.1
5,645
6.2%
4.2
5,151
5.6%
3.6
5,120
5.6%
3.5
4,455
4.9%
4.3
4,193
4.6%
3.4
3,739
4.1%
4.4
3,574
3.9%
3.3
2,989
3.3%
4.5
2,904
3.2%
3.2
2,388
2.6%
SMALLEST VALUES
2.4
569
0.6%
2.5
226
0.2%
2.6
310
0.3%
2.7
455
0.5%
2.72
1
<0.1%
2.8
724
0.8%
2.86
1
<0.1%
2.9
972
1.1%
2.96
1
<0.1%
2.99
1
<0.1%
3.0
1,281
1.4%
3.05
2
<0.1%
3.1
1,760
1.9%
3.12
1
<0.1%
3.2
2,388
2.6%
LARGEST VALUES
5.8
366
0.4%
5.7
161
0.2%
5.6
208
0.2%
5.58
1
<0.1%
5.5
255
0.3%
5.4
370
0.4%
5.3
451
0.5%
5.28
1
<0.1%
5.21
1
<0.1%
5.2
610
0.7%
5.1
770
0.8%
5.0
943
1.0%
4.99
1
<0.1%
4.92
1
<0.1%
4.91
1
<0.1%
apache_4a_hospital_death_prob
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
apache_4a_icu_death_prob
0.88
d1_temp_min
-0.22
d1_sysbp_noninvasive_min
-0.19
d1_sysbp_min
-0.19
d1_mbp_noninvasive_min
-0.18
d1_mbp_min
-0.18
d1_diasbp_noninvasive_min
-0.17
d1_diasbp_min
-0.17
temp_apache
-0.17
d1_heartrate_max
0.15
age
0.14
d1_spo2_min
-0.13
h1_mbp_noninvasive_min
-0.12
h1_resprate_max
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gcs_motor_apache
0.41
gcs_eyes_apache
0.39
gcs_verbal_apache
0.37
hospital_death
0.30
ventilated_apache
0.28
intubated_apache
0.25
icu_admit_source
0.25
icu_stay_type
0.20
apache_3j_bodysystem
0.16
apache_2_bodysystem
0.12
elective_surgery
0.09
apache_post_operative
0.08
icu_type
0.07
gcs_unable_apache
0.06
MOST FREQUENT VALUES
0.01
11,023
12.0%
0.02
9,970
10.9%
0.08678688250602885
7,947
8.7%
0.03
7,504
8.2%
0.04
5,996
6.5%
0.05
4,869
5.3%
0.06
3,849
4.2%
0.07
3,259
3.6%
0.08
2,787
3.0%
0.0
2,488
2.7%
0.09
2,396
2.6%
-1.0
2,371
2.6%
0.1
2,038
2.2%
0.11
1,861
2.0%
0.12
1,671
1.8%
SMALLEST VALUES
-1.0
2,371
2.6%
0.0
2,488
2.7%
0.01
11,023
12.0%
0.02
9,970
10.9%
0.03
7,504
8.2%
0.04
5,996
6.5%
0.05
4,869
5.3%
0.06
3,849
4.2%
0.07
3,259
3.6%
0.08
2,787
3.0%
0.08678688250602885
7,947
8.7%
0.09
2,396
2.6%
0.1
2,038
2.2%
0.11
1,861
2.0%
0.12
1,671
1.8%
LARGEST VALUES
0.99
1
<0.1%
0.98
5
<0.1%
0.97
11
<0.1%
0.96
21
<0.1%
0.95
22
<0.1%
0.94
38
<0.1%
0.93
36
<0.1%
0.92
49
<0.1%
0.91
44
<0.1%
0.9
49
<0.1%
0.89
47
<0.1%
0.88
61
<0.1%
0.87
51
<0.1%
0.86
73
<0.1%
0.85
63
<0.1%
apache_4a_icu_death_prob
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
apache_4a_hospital_death_prob
0.88
d1_temp_min
-0.22
temp_apache
-0.17
d1_sysbp_min
-0.17
d1_sysbp_noninvasive_min
-0.17
d1_mbp_min
-0.16
d1_mbp_noninvasive_min
-0.16
d1_diasbp_min
-0.15
d1_diasbp_noninvasive_min
-0.15
d1_heartrate_max
0.14
d1_spo2_min
-0.13
h1_sysbp_noninvasive_min
-0.11
h1_sysbp_min
-0.11
d1_glucose_max
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gcs_motor_apache
0.40
gcs_eyes_apache
0.37
gcs_verbal_apache
0.34
hospital_death
0.27
ventilated_apache
0.27
intubated_apache
0.26
icu_admit_source
0.25
apache_3j_bodysystem
0.12
apache_2_bodysystem
0.08
gcs_unable_apache
0.07
icu_type
0.06
elective_surgery
0.06
apache_post_operative
0.04
cirrhosis
0.03
MOST FREQUENT VALUES
0.01
21,087
23.0%
0.02
11,733
12.8%
0.0
9,694
10.6%
0.04395482654060143
7,947
8.7%
0.03
7,253
7.9%
0.04
5,068
5.5%
0.05
3,680
4.0%
0.06
2,758
3.0%
-1.0
2,230
2.4%
0.07
2,154
2.3%
0.08
1,760
1.9%
0.09
1,400
1.5%
0.1
1,186
1.3%
0.11
1,009
1.1%
0.12
892
1.0%
SMALLEST VALUES
-1.0
2,230
2.4%
0.0
9,694
10.6%
0.01
21,087
23.0%
0.02
11,733
12.8%
0.03
7,253
7.9%
0.04
5,068
5.5%
0.04395482654060143
7,947
8.7%
0.05
3,680
4.0%
0.06
2,758
3.0%
0.07
2,154
2.3%
0.08
1,760
1.9%
0.09
1,400
1.5%
0.1
1,186
1.3%
0.11
1,009
1.1%
0.12
892
1.0%
LARGEST VALUES
0.97
4
<0.1%
0.96
3
<0.1%
0.95
6
<0.1%
0.94
11
<0.1%
0.93
16
<0.1%
0.92
12
<0.1%
0.91
19
<0.1%
0.9
25
<0.1%
0.89
23
<0.1%
0.88
21
<0.1%
0.87
31
<0.1%
0.86
34
<0.1%
0.85
38
<0.1%
0.84
31
<0.1%
0.83
48
<0.1%
aids
MISSING:
---
TOP CATEGORIES
False
90,920
>99%
True
793
<1%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
aids
PROVIDES INFORMATION ON...
lymphoma
0.55
leukemia
0.42
hepatic_failure
0.29
gcs_unable_apache
0.29
cirrhosis
0.26
solid_tumor_with_metastasis
0.20
immunosuppression
0.17
arf_apache
0.16
intubated_apache
0.03
diabetes_mellitus
0.02
icu_stay_type
0.01
ventilated_apache
0.01
icu_admit_source
0.01
apache_3j_bodysystem
0.00

THESE FEATURES
GIVE INFORMATION
ON aids:
lymphoma
0.71
leukemia
0.66
hepatic_failure
0.59
gcs_unable_apache
0.59
cirrhosis
0.57
solid_tumor_with_metastasis
0.53
immunosuppression
0.51
arf_apache
0.50
intubated_apache
0.26
diabetes_mellitus
0.18
icu_admit_source
0.17
ventilated_apache
0.15
apache_3j_bodysystem
0.13
apache_2_bodysystem
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
aids
CORRELATION RATIO WITH...
apache_2_diagnosis
0.06
map_apache
0.04
pre_icu_los_days
0.02
heart_rate_apache
0.01
h1_diasbp_min
0.01
h1_mbp_min
0.01
h1_diasbp_noninvasive_min
0.01
d1_diasbp_max
0.01
h1_mbp_noninvasive_min
0.01
d1_resprate_min
0.01
d1_diasbp_noninvasive_max
0.01
h1_sysbp_min
0.01
d1_potassium_max
0.01
h1_heartrate_max
0.01
cirrhosis
MISSING:
---
TOP CATEGORIES
False
89,570
98%
True
2,143
2%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cirrhosis
PROVIDES INFORMATION ON...
aids
0.57
hepatic_failure
0.52
lymphoma
0.36
leukemia
0.27
gcs_unable_apache
0.18
solid_tumor_with_metastasis
0.12
arf_apache
0.10
immunosuppression
0.09
intubated_apache
0.01
diabetes_mellitus
0.01
icu_stay_type
0.01
icu_admit_source
0.01
ventilated_apache
0.00
apache_post_operative
0.00

THESE FEATURES
GIVE INFORMATION
ON cirrhosis:
hepatic_failure
0.47
aids
0.26
lymphoma
0.21
leukemia
0.19
gcs_unable_apache
0.16
solid_tumor_with_metastasis
0.14
arf_apache
0.14
immunosuppression
0.13
icu_admit_source
0.06
intubated_apache
0.05
apache_2_bodysystem
0.05
diabetes_mellitus
0.04
apache_3j_bodysystem
0.04
ventilated_apache
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cirrhosis
CORRELATION RATIO WITH...
map_apache
0.05
apache_2_diagnosis
0.04
d1_mbp_noninvasive_min
0.04
h1_mbp_noninvasive_min
0.04
d1_mbp_min
0.03
h1_diasbp_noninvasive_min
0.03
d1_diasbp_noninvasive_min
0.03
d1_diasbp_min
0.03
h1_mbp_min
0.03
h1_sysbp_noninvasive_min
0.03
d1_sysbp_noninvasive_min
0.03
d1_sysbp_min
0.03
apache_4a_hospital_death_prob
0.03
h1_sysbp_min
0.03
diabetes_mellitus
MISSING:
---
TOP CATEGORIES
False
70,506
77%
True
21,207
23%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
diabetes_mellitus
PROVIDES INFORMATION ON...
aids
0.18
lymphoma
0.10
arf_apache
0.08
leukemia
0.07
hepatic_failure
0.05
cirrhosis
0.04
gcs_unable_apache
0.03
solid_tumor_with_metastasis
0.02
immunosuppression
0.02
apache_2_bodysystem
0.00
apache_3j_bodysystem
0.00
ethnicity
0.00
intubated_apache
0.00
icu_admit_source
0.00

THESE FEATURES
GIVE INFORMATION
ON diabetes_mellitus:
arf_apache
0.02
aids
0.02
apache_2_bodysystem
0.01
apache_3j_bodysystem
0.01
lymphoma
0.01
leukemia
0.01
hepatic_failure
0.01
cirrhosis
0.01
gcs_unable_apache
0.01
immunosuppression
0.00
solid_tumor_with_metastasis
0.00
icu_type
0.00
ethnicity
0.00
icu_admit_source
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diabetes_mellitus
CORRELATION RATIO WITH...
d1_glucose_max
0.40
bmi
0.17
weight
0.16
d1_glucose_min
0.14
d1_potassium_max
0.09
age
0.08
d1_sysbp_max
0.07
d1_sysbp_noninvasive_max
0.07
h1_diasbp_min
0.06
h1_diasbp_noninvasive_min
0.06
d1_diasbp_min
0.05
d1_diasbp_noninvasive_min
0.05
h1_diasbp_max
0.04
h1_sysbp_max
0.04
hepatic_failure
MISSING:
---
TOP CATEGORIES
False
89,816
98%
True
1,897
2%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
hepatic_failure
PROVIDES INFORMATION ON...
aids
0.59
cirrhosis
0.47
lymphoma
0.38
leukemia
0.29
gcs_unable_apache
0.19
solid_tumor_with_metastasis
0.13
immunosuppression
0.10
arf_apache
0.10
intubated_apache
0.01
diabetes_mellitus
0.01
icu_stay_type
0.01
icu_admit_source
0.01
elective_surgery
0.00
ventilated_apache
0.00

THESE FEATURES
GIVE INFORMATION
ON hepatic_failure:
cirrhosis
0.52
aids
0.29
lymphoma
0.24
leukemia
0.22
gcs_unable_apache
0.19
solid_tumor_with_metastasis
0.17
arf_apache
0.15
immunosuppression
0.15
icu_admit_source
0.07
apache_2_bodysystem
0.07
apache_3j_bodysystem
0.06
intubated_apache
0.06
diabetes_mellitus
0.05
ventilated_apache
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
hepatic_failure
CORRELATION RATIO WITH...
map_apache
0.06
apache_2_diagnosis
0.04
d1_mbp_noninvasive_min
0.04
d1_mbp_min
0.04
h1_mbp_noninvasive_min
0.04
d1_diasbp_noninvasive_min
0.04
d1_diasbp_min
0.04
h1_mbp_min
0.03
h1_diasbp_noninvasive_min
0.03
d1_sysbp_noninvasive_min
0.03
d1_sysbp_min
0.03
h1_sysbp_noninvasive_min
0.03
h1_diasbp_min
0.03
h1_mbp_noninvasive_max
0.03
immunosuppression
MISSING:
---
TOP CATEGORIES
False
88,617
97%
True
3,096
3%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
immunosuppression
PROVIDES INFORMATION ON...
aids
0.51
lymphoma
0.39
leukemia
0.33
solid_tumor_with_metastasis
0.26
hepatic_failure
0.15
gcs_unable_apache
0.14
cirrhosis
0.13
arf_apache
0.07
intubated_apache
0.01
icu_admit_source
0.00
diabetes_mellitus
0.00
icu_stay_type
0.00
hospital_death
0.00
ventilated_apache
0.00

THESE FEATURES
GIVE INFORMATION
ON immunosuppression:
solid_tumor_with_metastasis
0.22
aids
0.17
leukemia
0.17
lymphoma
0.17
hepatic_failure
0.10
gcs_unable_apache
0.10
cirrhosis
0.09
arf_apache
0.08
icu_admit_source
0.04
apache_2_bodysystem
0.02
apache_3j_bodysystem
0.02
intubated_apache
0.02
diabetes_mellitus
0.02
ventilated_apache
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
immunosuppression
CORRELATION RATIO WITH...
heart_rate_apache
0.05
h1_heartrate_min
0.05
d1_heartrate_max
0.05
h1_heartrate_max
0.05
apache_2_diagnosis
0.04
h1_resprate_max
0.04
d1_heartrate_min
0.04
map_apache
0.03
apache_4a_hospital_death_prob
0.03
resprate_apache
0.03
d1_resprate_max
0.03
h1_resprate_min
0.03
icu_id
0.03
h1_sysbp_noninvasive_min
0.03
leukemia
MISSING:
---
TOP CATEGORIES
False
90,355
99%
True
1,358
1%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
leukemia
PROVIDES INFORMATION ON...
aids
0.66
lymphoma
0.45
hepatic_failure
0.22
gcs_unable_apache
0.22
cirrhosis
0.19
immunosuppression
0.17
solid_tumor_with_metastasis
0.15
arf_apache
0.12
intubated_apache
0.02
diabetes_mellitus
0.01
icu_stay_type
0.01
icu_admit_source
0.01
ventilated_apache
0.01
elective_surgery
0.00

THESE FEATURES
GIVE INFORMATION
ON leukemia:
aids
0.42
lymphoma
0.37
immunosuppression
0.33
hepatic_failure
0.29
gcs_unable_apache
0.28
cirrhosis
0.27
solid_tumor_with_metastasis
0.26
arf_apache
0.24
intubated_apache
0.10
icu_admit_source
0.09
diabetes_mellitus
0.07
apache_2_bodysystem
0.05
apache_3j_bodysystem
0.05
ventilated_apache
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
leukemia
CORRELATION RATIO WITH...
apache_2_diagnosis
0.05
map_apache
0.04
age
0.03
apache_4a_hospital_death_prob
0.03
heart_rate_apache
0.02
apache_4a_icu_death_prob
0.02
d1_diasbp_noninvasive_min
0.02
d1_diasbp_min
0.02
h1_diasbp_noninvasive_min
0.01
h1_diasbp_noninvasive_max
0.01
d1_resprate_max
0.01
d1_mbp_noninvasive_min
0.01
d1_spo2_min
0.01
d1_mbp_min
0.01
lymphoma
MISSING:
---
TOP CATEGORIES
False
90,622
99%
True
1,091
1%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
lymphoma
PROVIDES INFORMATION ON...
aids
0.71
leukemia
0.37
hepatic_failure
0.24
gcs_unable_apache
0.24
cirrhosis
0.21
solid_tumor_with_metastasis
0.17
immunosuppression
0.17
arf_apache
0.13
intubated_apache
0.02
diabetes_mellitus
0.01
icu_stay_type
0.01
ventilated_apache
0.01
icu_admit_source
0.01
apache_2_bodysystem
0.00

THESE FEATURES
GIVE INFORMATION
ON lymphoma:
aids
0.55
leukemia
0.45
immunosuppression
0.39
hepatic_failure
0.38
gcs_unable_apache
0.38
cirrhosis
0.36
solid_tumor_with_metastasis
0.35
arf_apache
0.30
intubated_apache
0.14
icu_admit_source
0.12
diabetes_mellitus
0.10
ventilated_apache
0.07
apache_3j_bodysystem
0.07
apache_2_bodysystem
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
lymphoma
CORRELATION RATIO WITH...
apache_2_diagnosis
0.06
map_apache
0.04
age
0.02
heart_rate_apache
0.02
pre_icu_los_days
0.01
apache_4a_hospital_death_prob
0.01
hospital_id
0.01
d1_sysbp_noninvasive_min
0.01
d1_sysbp_min
0.01
h1_diasbp_noninvasive_max
0.01
d1_resprate_min
0.01
d1_spo2_min
0.01
h1_sysbp_noninvasive_max
0.01
resprate_apache
0.01
solid_tumor_with_metastasis
MISSING:
---
TOP CATEGORIES
False
89,120
97%
True
2,593
3%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
solid_tumor_with_metastasis
PROVIDES INFORMATION ON...
aids
0.53
lymphoma
0.35
leukemia
0.26
immunosuppression
0.22
hepatic_failure
0.17
gcs_unable_apache
0.16
cirrhosis
0.14
arf_apache
0.08
intubated_apache
0.01
icu_stay_type
0.01
icu_admit_source
0.01
diabetes_mellitus
0.00
hospital_death
0.00
ventilated_apache
0.00

THESE FEATURES
GIVE INFORMATION
ON solid_tumor_with_metastasis:
immunosuppression
0.26
aids
0.20
lymphoma
0.17
leukemia
0.15
hepatic_failure
0.13
gcs_unable_apache
0.12
cirrhosis
0.12
arf_apache
0.09
icu_admit_source
0.04
intubated_apache
0.03
apache_2_bodysystem
0.02
diabetes_mellitus
0.02
apache_3j_bodysystem
0.02
icu_stay_type
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
solid_tumor_with_metastasis
CORRELATION RATIO WITH...
heart_rate_apache
0.04
apache_4a_hospital_death_prob
0.04
h1_heartrate_min
0.04
bmi
0.03
d1_heartrate_max
0.03
h1_heartrate_max
0.03
weight
0.03
map_apache
0.03
age
0.03
d1_heartrate_min
0.03
apache_2_diagnosis
0.03
apache_4a_icu_death_prob
0.02
h1_sysbp_noninvasive_max
0.02
d1_sysbp_max
0.02
apache_3j_bodysystem
MISSING:
---
TOP CATEGORIES
Cardiovascular
31,661
35%
Neurological
11,896
13%
Sepsis
11,740
13%
Respiratory
11,609
13%
Gastrointestinal
9,026
10%
Metabolic
7,650
8%
Trauma
3,842
4%
Genitourinary
2,172
2%
Musculoskeletal/Skin
1,166
1%
Hematological
638
<1%
Gynecological
313
<1%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
apache_3j_bodysystem
PROVIDES INFORMATION ON...
apache_2_bodysystem
0.93
apache_post_operative
0.15
elective_surgery
0.14
aids
0.13
icu_type
0.11
icu_admit_source
0.08
lymphoma
0.07
hepatic_failure
0.06
leukemia
0.05
gcs_unable_apache
0.05
cirrhosis
0.04
ventilated_apache
0.04
gcs_verbal_apache
0.03
hospital_death
0.03

THESE FEATURES
GIVE INFORMATION
ON apache_3j_bodysystem:
apache_2_bodysystem
0.84
icu_type
0.09
icu_admit_source
0.04
apache_post_operative
0.04
elective_surgery
0.03
gcs_verbal_apache
0.02
ventilated_apache
0.01
gcs_eyes_apache
0.01
gcs_motor_apache
0.01
hospital_death
0.00
intubated_apache
0.00
diabetes_mellitus
0.00
gender
0.00
aids
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_3j_bodysystem
CORRELATION RATIO WITH...
apache_2_diagnosis
0.50
apache_3j_diagnosis
0.47
age
0.32
h1_heartrate_min
0.28
h1_sysbp_noninvasive_min
0.26
h1_sysbp_min
0.25
h1_heartrate_max
0.25
h1_sysbp_noninvasive_max
0.24
h1_sysbp_max
0.24
h1_mbp_noninvasive_min
0.24
d1_heartrate_min
0.24
h1_mbp_min
0.24
h1_resprate_min
0.24
h1_diasbp_noninvasive_min
0.23
apache_2_bodysystem
MISSING:
---
TOP CATEGORIES
Cardiovascular
40,478
44%
Neurologic
11,896
13%
Respiratory
11,609
13%
Gastrointestinal
9,026
10%
Metabolic
7,650
8%
Trauma
3,842
4%
Undefined diagnoses
3,768
4%
Renal/Genitourinary
2,460
3%
Haematologic
638
<1%
Undefined Diagnoses
346
<1%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
apache_2_bodysystem
PROVIDES INFORMATION ON...
apache_3j_bodysystem
0.84
apache_post_operative
0.20
elective_surgery
0.17
aids
0.11
icu_type
0.09
icu_admit_source
0.09
hepatic_failure
0.07
ventilated_apache
0.06
lymphoma
0.06
leukemia
0.05
cirrhosis
0.05
intubated_apache
0.04
gcs_unable_apache
0.03
arf_apache
0.03

THESE FEATURES
GIVE INFORMATION
ON apache_2_bodysystem:
apache_3j_bodysystem
0.93
icu_type
0.08
apache_post_operative
0.06
icu_admit_source
0.06
elective_surgery
0.05
ventilated_apache
0.02
gcs_verbal_apache
0.01
intubated_apache
0.01
gcs_eyes_apache
0.01
gcs_motor_apache
0.01
hospital_death
0.00
diabetes_mellitus
0.00
hepatic_failure
0.00
aids
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apache_2_bodysystem
CORRELATION RATIO WITH...
apache_3j_diagnosis
0.54
apache_2_diagnosis
0.53
age
0.32
h1_sysbp_min
0.20
h1_sysbp_noninvasive_max
0.19
d1_glucose_max
0.19
h1_sysbp_noninvasive_min
0.19
h1_resprate_min
0.19
h1_sysbp_max
0.19
h1_mbp_min
0.18
d1_sysbp_noninvasive_max
0.18
h1_diasbp_min
0.18
h1_diasbp_max
0.18
d1_sysbp_max
0.18
hospital_death
MISSING:
---
TOP CATEGORIES
False
83,798
91%
True
7,915
9%
ALL
91,713
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
hospital_death
PROVIDES INFORMATION ON...
ventilated_apache
0.04
gcs_motor_apache
0.04
gcs_eyes_apache
0.03
intubated_apache
0.03
gcs_verbal_apache
0.02
elective_surgery
0.01
apache_post_operative
0.01
gcs_unable_apache
0.01
solid_tumor_with_metastasis
0.01
icu_admit_source
0.01
hepatic_failure
0.01
cirrhosis
0.01
immunosuppression
0.01
apache_3j_bodysystem
0.00

THESE FEATURES
GIVE INFORMATION
ON hospital_death:
gcs_motor_apache
0.09
gcs_eyes_apache
0.08
ventilated_apache
0.08
gcs_verbal_apache
0.08
intubated_apache
0.04
apache_3j_bodysystem
0.03
apache_2_bodysystem
0.03
icu_admit_source
0.02
elective_surgery
0.02
apache_post_operative
0.01
icu_type
0.00
solid_tumor_with_metastasis
0.00
gcs_unable_apache
0.00
immunosuppression
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
hospital_death
CORRELATION RATIO WITH...
apache_4a_hospital_death_prob
0.30
apache_4a_icu_death_prob
0.27
d1_sysbp_min
0.21
d1_spo2_min
0.21
d1_sysbp_noninvasive_min
0.21
d1_temp_min
0.20
d1_mbp_min
0.19
d1_mbp_noninvasive_min
0.19
d1_diasbp_min
0.18
d1_diasbp_noninvasive_min
0.18
d1_heartrate_max
0.16
temp_apache
0.15
h1_sysbp_noninvasive_min
0.14
h1_sysbp_min
0.14